Case Archive · Earlier Posts

ACI OS · 2026-09-26

PCBA Component Polarity Misalignment False Alarms: DaoAI ACI for Local Privacy & Data Security

A leading PCBA manufacturer deployed DaoAI ACI OS locally, resolving component polarity false alarms and reducing false alarm rates by over 85%.

Robotics Vision · 2026-09-25

APDT Few-Shot Training: DaoAI 3D Vision Reduces Automotive Assembly Errors

DaoAI 3D Robot Vision, with its APDT few-shot self-training capability, elevated assembly defect detection rate to 99.7% for a Tier-1 automotive supplier, significantly reducing false positives in powertrain assembly.

AI Filmmaking · 2026-09-25

Microfilm Style Library & IP Across-Episode Locking: Wemio Enhances Consistency & Efficiency

Addressing multi-character multi-scene continuity challenges in microfilms/web movies, DaoAI Wemio Content Engine's style library and IP character across-episode locking capability significantly enhances content consistency and reduces production cycles by 35%.

SkyVision · 2026-09-25

SkyVision APDT Enhances Dual-Hand Assembly SOP Compliance

A large electronics component manufacturer leveraged SkyVision's APDT few-shot self-training to boost dual-hand assembly SOP violation detection to 99.2% while reducing false positives by 85%.

3D ACI · 2026-09-25

3D ACI for Electrode Tab Welding Defects: Zero-Code Retooling

For burrs and cold welds in new energy battery electrode tab ultrasonic welding, a mid-sized battery module manufacturer leveraged DaoAI 3D ACI to achieve zero-code rapid retooling, reducing production line changeover downtime by over 70%.

2D ACI · 2026-09-25

Chemical Materials Paper Flaw Local Private Deployment: DaoAI 2D ACI Ensures Data Security

A large specialty paper manufacturer deployed DaoAI 2D ACI equipment locally to detect subtle stains and fiber clumps on paper surfaces, ensuring data security and reducing manual re-inspection by 65%.

ACI OS · 2026-09-25

PCBA Connector Misassembly Detection: DaoAI ACI Replaces Manual Inspection, Reducing Labor Costs by 40%

For a large electronics manufacturer facing PCBA connector misassembly issues, DaoAI ACI system replaced manual inspection, reducing labor costs by 40% while achieving high-precision full inspection.

AI Filmmaking · 2026-09-24

AI Short Drama: Collaborative Production & Asset Versioning

Addressing the pain points of multi-person collaboration and asset version management in industrialized short drama production, DaoAI Wemio Content Engine streamlines workflows with a unified project space and intelligent agent pipeline, reducing production cycles from weeks to days.

SkyVision · 2026-09-24

SkyVision: Reducing Cross-border False Alarms & Re-inspection Burden in Parks

A large industrial park deployed DaoAI SkyVision 0-code video surveillance AI platform, reducing cross-border/tripwire detection false alarm rates by 85% and significantly easing security personnel's re-inspection workload.

Robotics Vision · 2026-09-24

DaoAI 3D Vision: 100% Automotive Sealing Inspection & Cycle Time Sync

For automotive component sealing, DaoAI 3D Robot Vision achieves 100% inspection of minute defects while maintaining a detection cycle time under 2.5 seconds, ensuring production line throughput.

2D ACI · 2026-09-24

PCBA Gold Finger Scratches & Oxidation: APDT Few-Shot Self-Training for Enhanced Detection

DaoAI 2D ACI equipment, leveraging APDT few-shot self-training, significantly enhanced the detection accuracy for gold finger scratches and oxidation defects on PCBA at a mid-sized electronics manufacturer, reducing false positives by 85%.

ACI OS · 2026-09-24

Nut Sorting Quality Traceability & Data Loop: DaoAI ACI OS

A large nut processing plant adopted DaoAI ACI OS, achieving quality traceability and data closed-loop in nut color sorting, reducing false positives by 75% and manual re-inspection by 60%.

ACI OS · 2026-09-23

One Overturned Call, One Lesson: What Feedback Learning Actually Learns

A single overturned review carries very little information — one bit on one sample. What makes it useful is which class of component it is attributed to, and how many samples that class already holds. The denominator decides how far the boundary moves, and the boundary can also be moved the wrong way.

ACI OS · 2026-09-23

Zero-Code Changeover: Why the Previous Generation Has to Be Reprogrammed

Changeover means reprogramming not because the software is insufficiently automatic, but because the previous generation hangs its criteria on coordinates: inspection boxes, thresholds and templates are all indexed by position on this board. Change the board and the index is void — even a part you have already taught has to be taught again at a new position.

ACI OS · 2026-09-23

A Threshold Is a Curve, Not a Number: What Semantic False-Call Filtering Escapes

Raise the threshold and escapes rise; lower it and false calls rise — a rule layer can only move along that curve. Normal variation and real defects overlap on the single dimension of pixel difference, so bringing both down requires a second axis of judgement.

ACI OS · 2026-09-23

Defects Are an Open Set, Good Parts Are a Closed One: How Few-Shot Self-Training Reverses the Criterion

The traditional approach enumerates what can go wrong, and defects have no boundary; modelling from good samples describes what right looks like, and that does have one. Reversing the criterion changes cold start, changeover and long-tail defects at once.

ACI OS · 2026-09-23

More Than One Imaging Method on a Line: How Structured-Light 3D, X-ray, Infrared and Electron Microscopy Share One Decision Logic

A single line often runs more than one imaging method. Whether one decision logic can serve them all depends on what the criterion hangs on: pixels, or components — the technical reason behind renaming optical inspection as cognitive inspection.

AI Filmmaking · 2026-09-23

AI Branded Films: 3D Camera & Storyboard Control

Wemio engine leverages director's desk 3D camera and storyboard control to reduce branded film production cycles from script to final cut by over 50%, significantly enhancing content quality and efficiency.

SkyVision · 2026-09-23

SkyVision Reduces Manual Inspection Costs for Safety Helmet/Vest Compliance

A large infrastructure project significantly reduced manual inspection costs for safety helmet/vest compliance by approximately 75% using DaoAI SkyVision platform.

AI Filmmaking · 2026-09-22

AI Short Drama Cross-Scene Consistency: Wemio Significantly Reduces Per-Minute Production Cost

Addressing the challenge of cross-scene character and environment consistency in AI short drama production, DaoAI's Wemio Physical AI Content Engine, leveraging its physical world model, reduced the per-minute production cost by approximately 38%.

SkyVision · 2026-09-22

SkyVision: Screw Tightening Quality Traceability & Data Closure

A precision manufacturer uses DaoAI SkyVision to monitor screw tightening, achieving quality traceability and data closure, reducing non-compliant action detection misses to below 0.3%.

3D ACI · 2026-09-22

APDT Few-Shot Self-Training for Chip Pin Coplanarity Inspection Efficiency

A mid-sized chip packaging facility leveraged DaoAI 3D ACI with APDT few-shot self-training, reducing false positives in pin coplanarity and dicing chipping inspection by 65%.

2D ACI · 2026-09-22

Pharma Multi-Variety Small-Batch: 2D ACI Zero-Code Quick Changeover

A mid-sized pharmaceutical manufacturer leveraged DaoAI 2D ACI for online label OCR/serial code inspection, achieving zero-code quick changeover, reducing new product changeover time from hours to under 5 minutes, significantly boosting multi-variety small-batch production efficiency.

ACI OS · 2026-09-22

ACI Replaces Manual Inspection, Optimizing Advanced Packaging Labor Costs

A leading semiconductor manufacturer reduced manual re-inspection hours by 75% for wafer-level bump defects in advanced packaging using DaoAI ACI OS, significantly optimizing labor costs.

ACI OS · 2026-09-21

ACI On-Premise Deployment for High-SKU Label Printing Data Security

For complex defect detection in high-SKU label printing, DaoAI ACI OS, with its on-premise deployment, reduced sensitive data risks to zero for a medium-sized printing plant while improving inspection efficiency.

SkyVision · 2026-09-21

SkyVision Smoke & Fire Detection for Warehouse Logistics: Higher Detection Rate

A large logistics warehouse utilized SkyVision 0-code video AI platform to boost early smoke and fire detection rates to 99.7% and reduce missed alarm rates below 0.3%.

Robotics Vision · 2026-09-21

Consumer Assembly Quality Traceability: DaoAI 3D Vision Prevents Missing/Wrong Parts

DaoAI 3D Robot Vision, with high-precision 6D pose estimation and visual closed-loop, achieved 100% inspection for missing/wrong parts in consumer product assembly, reducing manual re-inspection by 75%.

3D ACI · 2026-09-21

Automotive Sealant 3D Inspection: Reducing False Positives & Re-Inspection Burden

A leading automotive component supplier utilized DaoAI 3D ACI for 100% online sealant inspection, achieving over 75% reduction in false positive re-inspection rates and significantly easing production line re-inspection burdens.

2D ACI · 2026-09-21

Food Packaging Seal Leakage Detection: DaoAI 2D AOI Boosts Detection Rate

A large food processing plant leveraged DaoAI 2D ACI equipment to reduce packaging seal leakage rates from 0.8% with traditional methods to <0.05%, significantly boosting production line detection rates.

AI Filmmaking · 2026-09-20

Virtual Production for Tourism Promos: Script Agent Pipeline

For tourism city promotion videos, Wemio's script agent automation pipeline reduces production cycles from days to hours and locks cross-shot elements, addressing efficiency and consistency issues from script to final cut.

SkyVision · 2026-09-20

SkyVision Reduces Assembly Omissions, Ensuring 100% Inspection Capacity

A major automotive component supplier leverages DaoAI SkyVision to reduce bolt tightening omissions on complex engine assembly lines to below 0.2%, significantly improving production rhythm and 100% inspection capacity.

Robotics Vision · 2026-09-20

DaoAI 3D Vision Reduces False Positives in Automotive Fastener Tightening, Alleviating Re-inspection Burden

DaoAI 3D Robot Vision significantly reduces false positives in automotive fastener tightening defects, cutting manual re-inspection volume by up to 70%.

3D ACI · 2026-09-20

Anode Coating 3D AOI: Replacing Manual Inspection, Reducing Labor Costs

For online full inspection of anode coating in new energy batteries, DaoAI 3D ACI equipment successfully replaced manual inspection, reducing labor costs by approximately 70% for a mid-sized battery manufacturer.

ACI OS · 2026-09-20

ACI Boosts Capsule Inspection Throughput, Cuts Multi-Defect Misses

For large pharmaceutical capsule multi-defect 100% inspection, DaoAI ACI OS boosts production line throughput by 35% and reduces miss rate to <0.5%.

SkyVision · 2026-09-19

SkyVision: Local Deployment Ensures Data Security for Passenger Flow Monitoring

A commercial complex uses SkyVision for local private deployment, ensuring the security of passenger flow data. After going live, the accuracy of passenger flow statistics increased to 98%.

AI Filmmaking · 2026-09-19

Vertical Short Drama Industrial Production: Wemio's Cross-Shot Consistency & Production Speed-up

Addressing cross-shot consistency challenges in industrial-scale vertical short drama production across multiple characters and scenes, Wemio Physical AI Content Engine reduces production cycles from days to hours, achieving an overall output speed increase of approximately 2x.

Robotics Vision · 2026-09-19

DaoAI 3D Robot Vision for Produce Ripeness Sorting: Quality Traceability & Data Closure

A large agricultural processor leveraged DaoAI 3D robot vision to boost produce ripeness sorting traceability by 85%, achieving full data closure.

2D ACI · 2026-09-19

Achieving 100% PCBA Solder Joint Inspection at High Production Speeds with DaoAI 2D AOI

A leading electronics manufacturer leveraged DaoAI 2D ACI equipment to boost online full inspection throughput for PCBA SMT solder joint defects (e.g., cold solder, bridging, insufficient solder) by 35% and reduce false positives by 78%.

ACI OS · 2026-09-19

ACI Few-Shot Self-Training Boosts PCBA Solder Joint Inspection Efficiency

A large PCBA manufacturer leveraged DaoAI ACI OS with APDT few-shot self-training to address solder paste inspection (SPI) defects, reducing false positives by 75%.

AI Filmmaking · 2026-09-18

AI Short Drama Industrialization: Wemio Style Library & IP Consistency Across Episodes

Addressing IP character and style inconsistency in vertical short drama mass production, Wemio Content Engine ensures cross-episode visual coherence and reduces production cycles from days to hours through its style library and IP character locking.

SkyVision · 2026-09-18

SkyVision APDT Few-Shot Self-Training Boosts Dual-Hand SOP Compliance

A mid-sized precision manufacturer leveraged SkyVision's APDT few-shot self-training to reduce false positives in dual-hand operation compliance by 78%, significantly enhancing production line efficiency.

Robotics Vision · 2026-09-18

DaoAI 3D Vision: Bin Picking for Auto Parts, On-Premise for Data Security

A Tier-2 automotive supplier leverages DaoAI 3D Robot Vision's on-premise deployment for bin picking, reducing line changeover time from 60min to 5min.

3D ACI · 2026-09-18

3D ACI Cuts Tab-Welding Rework by 25%

A leading new energy battery manufacturer leverages DaoAI 3D ACI to precisely detect tab welding defects like burrs and cold welds, achieving quality data closure and reducing rework rates by 25%.

2D ACI · 2026-09-18

Paper Flaw Quality Traceability & Data Loop: DaoAI 2D ACI

A leading paper manufacturer deployed DaoAI 2D ACI equipment for online, micron-level surface defect inspection and quality traceability, reducing manual re-inspection hours by 75%.

ACI OS · 2026-09-18

ACI OS Accelerates PCBA Changeovers for HMLV Production

A mid-sized PCBA EMS provider leveraged DaoAI ACI OS to reduce changeover time for high-mix, low-volume orders from 30 minutes to under 5 minutes, boosting production flexibility and efficiency.

ACI OS · 2026-09-16

ACI for Nut Sorting: Quality Traceability & Data Closure

A mid-sized nut processing plant leveraged DaoAI ACI OS to achieve precise defect traceability and data closure in nut sorting, reducing false positives by 75% according to on-site data.

AI Filmmaking · 2026-09-16

Wemio AI Lowers Per-Minute Production Cost for Premium Dramas

Premium drama teams leverage DaoAI's Wemio Physical AI Content Engine to streamline multi-person collaboration and asset management, significantly reducing per-minute production costs.

SkyVision · 2026-09-16

SkyVision Replaces Manual Inspection, Reduces Safety Helmet Compliance Labor Costs

A large construction site leveraged DaoAI SkyVision 0-code video surveillance AI platform to achieve over 98% manual inspection replacement rate for safety helmet/reflective vest compliance detection, significantly reducing labor costs.

Robotics Vision · 2026-09-16

APDT Few-Shot Self-Training: New Energy Battery Module Solder Joint Defect Detection

A leading new energy battery module manufacturer leveraged DaoAI 3D Robot Vision's APDT few-shot self-training, reducing solder joint defect escape rate from 0.8% to <0.2%, significantly boosting production quality.

3D ACI · 2026-09-16

3D ACI Boosts BGA Void Detection Rate & Reduces False Negatives

DaoAI 3D ACI device achieved a 99.4% detection rate and <0.6% false negative rate for BGA void inspection at a mid-sized electronics OEM, significantly reducing manual re-inspection load.

2D ACI · 2026-09-16

On-Premises Deployment: Secure Printing Defect Inspection for Packaging

A mid-sized consumer goods manufacturer achieved full inspection of packaging box printing defects like ghosting and color variation with DaoAI 2D ACI on-premises deployment, reducing false positives by 85%.

AI Filmmaking · 2026-09-15

AI Manhua Series Production: Wemio Physical AI Engine for Precise 3D Camera & Storyboard Control

Addressing 3D camera and storyboard control challenges in IP-derived manhua series production, DaoAI's Wemio Physical AI Engine reduces production cycles from weeks to days, ensuring cross-shot consistency.

Robotics Vision · 2026-09-15

Consumer Assembly Defect Detection: DaoAI 3D Vision Ensures Production Beat & 100% Full Inspection

Consumer Assembly Defect Detection: DaoAI 3D Vision Ensures Production Beat & 100% Full Inspection — <0.5% Escape Rate; 88% False Positive Rate Reduction.

3D ACI · 2026-09-15

Semiconductor Pin Coplanarity & Chipping: Local Deployment for Data Security

Semiconductor Pin Coplanarity & Chipping: Local Deployment for Data Security — <0.4% Pin Coplanarity Missed Detection Rate.

2D ACI · 2026-09-15

APDT Few-Shot Self-Training Reduces False Positives in Printed Films for Chemical/Material Industry

A leading chemical/material manufacturer leveraged DaoAI 2D ACI with APDT few-shot self-training to reduce false positives in printed film rolls by 75%, significantly saving re-inspection labor.

ACI OS · 2026-09-15

ACI OS Replaces Manual Inspection, Reducing Labor Costs in High-SKU Label Printing

DaoAI ACI OS leverages vision foundation models in high-SKU label printing, reducing manual inspection labor costs by over 75% and significantly boosting line efficiency.

AI Filmmaking · 2026-09-14

E-commerce Short Video Multi-person Collaboration & Asset Management, Wemio Boosts Content Production Efficiency

Addressing multi-person collaboration and asset version management challenges in e-commerce ad short video batch production, DaoAI Wemio Content Engine, via a unified platform and agent pipeline, reduces production cycles by approximately 35%.

SkyVision · 2026-09-14

SkyVision Smoke/Fire Detection: Quality Traceability & Data Closed-Loop

A large chemical park deployed SkyVision 0-code video AI platform for early smoke/fire detection, enabling quality traceability and data closed-loop, reducing fire response time by an average of 65%.

Robotics Vision · 2026-09-14

DaoAI 3D Vision: Automotive Harness Assembly Error Detection, Enhancing Detection Rate and Reducing Missed Detections

For a mid-sized automotive harness assembly manufacturer, DaoAI 3D robot vision increased the detection rate of harness assembly errors to over 99.7% and reduced missed detections to below 0.3%.

3D ACI · 2026-09-14

3D ACI for Adhesive Dispensing: APDT Few-Shot Training & Path Correction

A leading automotive component manufacturer uses DaoAI 3D ACI for adhesive/sealant inspection, leveraging APDT few-shot self-training to reduce new glue type changeover time from hours to 15min.

2D ACI · 2026-09-14

Food Packaging Quick Changeover: DaoAI 2D AOI for High-Mix Low-Volume Production

For a mid-sized food processor, DaoAI 2D ACI achieved over 85% reduction in changeover time for packaging, labeling, and coding inspection in high-mix low-volume production via zero-code quick changeover.

ACI OS · 2026-09-14

ACI Local Deployment Secures Data for Chemical Material Texture Surface Inspection

For a large chemical material manufacturer's textured surface defect detection, DaoAI ACI OS's local private deployment reduced data leakage risk to 0 while boosting defect detection rate to 99.2%.

3D ACI · 2026-09-13

New Energy Electrode Coating 3D AOI: Reducing False Positives & Reinspection Burden

A leading new energy battery manufacturer deployed DaoAI 3D ACI for online full inspection of electrode coating, significantly reducing false positives and cutting manual reinspection volume by 75%.

2D ACI · 2026-09-13

DaoAI 2D AOI Reduces Body Silkscreen Omission, Boosts Detection Rate

For a leading consumer goods manufacturer, DaoAI 2D ACI equipment significantly boosted the detection rate of body silkscreen printing defects to 99.6%, while reducing the omission rate to below 0.4%.

Robotics Vision · 2026-09-13

DaoAI 3D Vision: Automotive Sealing Inspection, Reducing Manual Costs

In automotive parts sealing processes, manual inspection is costly and inefficient. DaoAI 3D Robot Vision, utilizing its proprietary 3D camera and 6D pose estimation, achieves 100% online 3D inspection and path correction for adhesive defects, reducing manual rework by over 90% and significantly cutting labor costs.

ACI OS · 2026-09-13

ACI OS Reduces False Positives in Consumer Goods Assembly, Halving Rework

Addressing missing or incorrectly assembled parts in consumer goods, DaoAI ACI OS (featuring visual foundation model cognitive recognition, 5-minute 0-code programming with one good sample, APDT positive/few-shot learning with 1–20 good samples, semantic false positive filtering, and SDK/API/Docker 100% on-premise deployment) significantly reduces false positives through its unique semantic filtering, decreasing manual re-inspection workload by over 65% and substantially easing production line re-inspection pressure.

AI Filmmaking · 2026-09-12

Brand Promo Script-to-Film AI Pipeline, Production Cycle -70%

For brand promotional video production, DaoAI Wemio Content Engine, leveraging its script-to-film AI agent pipeline, significantly reduces the production cycle from script to final cut by 70%, effectively addressing the pain points of iterative revisions and inefficient cross-departmental collaboration in traditional production.

SkyVision · 2026-09-12

SkyVision: Full Perimeter Intrusion Detection, Unaffected Cycle Time, Significantly Reduced False Alarms

Achieving 100% perimeter intrusion detection without impacting production cycle time is a significant challenge in smart security. DaoAI SkyVision 0-code video surveillance AI platform, through on-site, hours-level custom model training, reduces false alarm rates for traditional perimeter intrusion detection by over 85%, while ensuring continuous and efficient production operations. This avoids line stoppages or unnecessary security interventions caused by false alarms, significantly enhancing the precision and efficiency of emergency security responses.

Robotics Vision · 2026-09-12

DaoAI 3D Vision: Automotive Bin Picking, Zero-Code Retooling for HMLV

DaoAI 3D Robot Vision, powered by proprietary 3D cameras and 6D pose estimation, enables zero-code rapid retooling for high-mix, low-volume automotive bin picking. It reduces retooling time from hours to minutes compared to traditional manual teaching, significantly enhancing production line flexibility and utilization.

3D ACI · 2026-09-12

3D ACI Replaces Manual BGA/QFN Solder Joint Inspection, Significantly Reducing Labor Costs

In electronic PCBA manufacturing, DaoAI 3D ACI equipment, leveraging its proprietary 3D camera and 3D morphology reconstruction, accurately identifies hidden solder joint defects under BGA/QFN packages, reducing traditional manual inspection labor costs by over 75% and significantly improving inspection efficiency and quality consistency.

2D ACI · 2026-09-12

DaoAI 2D AOI Reduces SMT Solder Joint False Positives, Significantly Cutting Re-inspection Hours

WeLinkirt's DaoAI 2D ACI equipment, utilizing high-resolution 2D imaging and deep learning for secondary judgment, has reduced manual re-inspection hours by 75% for high SMT solder joint false positive rates, significantly improving production line efficiency and inspection confidence.

ACI OS · 2026-09-12

ACI OS Boosts PCBA Polarity Inversion Detection, Reduces Undetected Defects

In electronic PCBA manufacturing, WeLinkirt DaoAI ACI OS, powered by visual foundation models and APDT few-shot learning, significantly reduces undetected polarity inversion defects, cutting traditional AOI's typical 1.5% undetected rate to <0.3%, while reducing false positives by 75%. The system supports SDK/API/Docker for 100% on-premise deployment, ensuring data security.

AI Filmmaking · 2026-09-11

AI Vertical Drama Industrial Production: Breaking Cross-Shot Consistency Challenges

WeLinkirt's Wemio Physical AI Content Engine significantly enhances cross-shot character and scene consistency in industrial-scale vertical drama production by incorporating a 3D physical world model. It reduces production cycles from days to hours and effectively lowers rework rates. The engine addresses common 'face-swapping' and scene discontinuity issues in traditional AI-generated content, providing efficient and stable production capabilities for short drama teams.

SkyVision · 2026-09-11

SkyVision: On-Premises Deployment Secures Industrial SOP Compliance

WeLinkirt's SkyVision 0-code video surveillance AI platform, deployed on-premises, effectively addresses non-compliance with industrial two-hand operation SOPs, reducing compliance risks by 75% compared to traditional manual inspections. It ensures 100% local data residency, meeting stringent data security and privacy requirements.

Robotics Vision · 2026-09-11

New Energy Battery Module Solder Joint Inspection: DaoAI 3D Vision for Quality Traceability and Data Closure

In new energy battery module solder joint inspection, WeLinkirt's DaoAI 3D Robot Vision, utilizing proprietary 3D cameras and 6D pose estimation, achieves sub-millimeter precision inspection and localization for complex module solder joints. This significantly enhances quality traceability, reducing the misjudgment rate of traditional manual re-inspection by 85%, and establishes a complete data closed-loop to ensure continuous optimization of production processes.

3D ACI · 2026-09-11

3D ACI for New Energy Battery Tab Welding Quality Traceability & Data Loop

Utilizing DaoAI's 3D ACI equipment for precise new energy battery tab welding quality inspection and data loop management, a leading battery manufacturer successfully reduced battery rework rates caused by welding defects by 75% and achieved full-process quality traceability.

2D ACI · 2026-09-11

DaoAI 2D ACI Replaces Manual Paper Flaw Inspection, Significantly Reducing Labor Costs

In paper production within the chemical/materials industry, manual visual inspection incurs high labor costs and low efficiency. DaoAI 2D ACI equipment (high-resolution 2D imaging + deep learning secondary judgment, targeting surface/print/OCR/assembly defects, high-speed inline full inspection, micron-level accuracy, semantic false positive filtering) achieved automated, high-precision defect detection, reducing a large paper manufacturer's surface defect reinspection labor by nearly 70%, leading to significant labor cost savings and production efficiency improvements.

ACI OS · 2026-09-11

ACI OS Accelerates PCBA Full Inspection, Securing Cycle Time & Throughput

ACI OS Accelerates PCBA Full Inspection, Securing Cycle Time & Throughput: <0.4% False Negative Rate; 85% False Positive Rate Reduction.

AI Filmmaking · 2026-09-10

IP Adaptations: Script Agent Automation Pipeline for 50% Faster, Lower Cost Production

The script agent automation pipeline is a core advantage of the WeLinkirt Wemio content engine in IP-derived comic series adaptation and mass production. It intelligently streamlines the entire process from script creation to final delivery, significantly boosting production efficiency by over 50% and substantially reducing per-unit costs, effectively addressing the challenges of cross-departmental collaboration friction and content consistency in traditional comic series production.

SkyVision · 2026-09-10

SkyVision: APDT Few-Shot Training Reduces Perimeter Intrusion False Alarms

Leveraging APDT few-shot self-training, DaoAI SkyVision 0-code video surveillance AI platform significantly enhances the accuracy of perimeter intrusion/tripwire detection, reducing false alarm rates from over 20% with traditional methods to below 2%, thereby substantially cutting manual review costs.

Robotics Vision · 2026-09-10

DaoAI 3D Vision Local Deployment Secures Consumer Assembly Data

For consumer goods assembly, the locally deployed DaoAI 3D Robotic Vision system, leveraging proprietary 3D cameras and 6D pose estimation, accurately identifies missing or incorrect components, reducing human inspection-induced false negatives from a typical 0.8% to <0.1%, while ensuring sensitive production data remains on-premises.

2D ACI · 2026-09-10

DaoAI 2D ACI Boosts Electronics Line to 100% Full Inspection & Cycle Time

A core challenge in electronics manufacturing is ensuring 100% inspection coverage at high cycle times while precisely identifying micron-level defects. DaoAI 2D ACI equipment (high-resolution 2D imaging + deep learning secondary judgment, for surface/print/OCR/assembly defects, high-speed online full inspection, micron-level, semantic false positive filtering) achieved this by deploying deep learning models for PCBA gold finger scratch and oxidation detection, reducing the average inspection cycle time from 3.2 seconds/piece to 0.8 seconds/piece compared to manual and rule-based AOI, while lowering the false negative rate to <0.3%, significantly improving production line capacity and quality stability.

ACI OS · 2026-09-10

ACI OS for Nut Sorting: Quality Traceability & Data Loop Closure

By enhancing quality traceability and data loop closure, DaoAI ACI OS (featuring vision foundation model-based feature recognition, 5-minute 0-code programming with one good sample, APDT positive/few-shot learning from 1-20 good samples, semantic false positive filtering, and SDK/API/Docker 100% on-premise deployment) for nut/fry sorting reduces defect batch traceability time from hours to minutes, significantly improving food safety response efficiency.

SkyVision · 2026-09-09

SkyVision: Reducing False Positives in Safety Helmet/Vest Detection, Halving Re-inspection Time

WeLinkirt's SkyVision 0-code video surveillance AI platform significantly reduces false positives in safety helmet/vest compliance detection for emergency security scenarios, cutting re-inspection workload by 75%. This greatly enhances the operational efficiency and data insight capabilities of smart security. The platform trains proprietary models on-site within hours, integrates DaoAI World's semantic understanding, ensures 100% on-premise data security, and provides real-time alerts via edge boxes.

ACI OS · 2026-09-09

ACI OS Replaces Manual Inspection, Reducing Labor Costs for Glass Surface Defects

In glass manufacturing, manual inspection is costly and inefficient. DaoAI ACI OS, powered by visual foundation models and few-shot learning, significantly reduces labor costs in glass surface defect detection, cutting traditional re-inspection man-hours by at least 75%.

AI Filmmaking · 2026-09-09

3D Camera & Shot Control for E-commerce Video Batch Generation, 2x Faster

In e-commerce/advertising short video batch generation, Wemio Content Engine by DaoAI leverages 3D camera and shot control for directors, effectively solving the problem of rigid camera language and flat narratives in traditional production. This significantly enhances production efficiency and visual appeal of short videos, achieving approximately 2x faster output.

Robotics Vision · 2026-09-09

DaoAI 3D Vision: Automotive Assembly Error/Missing Parts 100% Inspection, Securing Cycle Time & Throughput

In automotive assembly, maintaining production cycle time and achieving 100% full inspection capacity are critical challenges. DaoAI 3D Robot Vision, with its proprietary 3D camera and 6D pose estimation, reduces the missed detection rate for assembly errors/missing parts from a traditional 2.5% to below 0.3%, without impacting cycle time.

3D ACI · 2026-09-09

3D ACI Reduces Chip Pin Coplanarity Omissions, Boosts Dicing Chipping Detection

WeLinkirt's 3D ACI equipment, utilizing proprietary 3D cameras and 3D morphology reconstruction, has reduced semiconductor chip pin coplanarity omission rates to <0.4%, significantly improving detection rates for 2D optical blind spot defects like dicing chipping, effectively overcoming bottlenecks in micron-level morphology inspection that plague traditional solutions.

2D ACI · 2026-09-09

Pharmaceutical Label OCR/Serialization: DaoAI 2D ACI Private Deployment for Data Security

In highly sensitive pharmaceutical manufacturing, safeguarding critical production and compliance data is paramount. DaoAI 2D ACI equipment, with its 100% local private deployment, provided robust data security for a major pharmaceutical group's label OCR/serialization inspection, reducing false positives by 85% while ensuring complete on-premise data residency and significantly enhancing traceability system reliability.

Robotics Vision · 2026-09-08

APDT Few-Shot Self-Training: DaoAI 3D Vision for Produce Ripeness Sorting

Leveraging APDT few-shot self-training, the DaoAI 3D Robotic Vision system significantly enhanced the flexibility and accuracy of produce ripeness sorting, reducing the false positive rate by 45% for a leading agricultural processor, thereby improving sorting efficiency and product consistency.

ACI OS · 2026-09-08

Local Private Deployment: DaoAI ACI Secures Label Printing Data

Leveraging local private deployment, DaoAI ACI OS (featuring visual foundation model for feature recognition, 5-minute 0-code programming with one good sample, APDT positive/few-shot learning with 1-20 good samples, semantic false positive filtering, and SDK/API/Docker support for 100% on-premise private deployment) ensures absolute data security for consumer label printing enterprises. Concurrently, its efficient defect detection capability reduces the human inspection-induced missed detection rate from a common 1.5% to below 0.3%, significantly enhancing product quality and compliance.

AI Filmmaking · 2026-09-08

Multi-Person Collaboration & Asset Version Control: Boosting AI Vertical Short Drama Production

WeLinkirt's Wemio Content Engine significantly enhances multi-person collaboration and asset version control, boosting the industrialized production efficiency of vertical short dramas. It ensures content consistency and project manageability across teams, effectively reducing production costs.

SkyVision · 2026-09-08

SkyVision: Quality Traceability and Data Closure for Early Smoke/Fire Detection

For early smoke and fire detection in emergency security scenarios, DaoAI SkyVision 0-code video surveillance AI platform establishes a full-link quality traceability and data closure system, completely eliminating the average 30% data correlation analysis blind spot in traditional solutions, thereby significantly enhancing warning accuracy and subsequent response efficiency.

3D ACI · 2026-09-08

3D ACI Boosts Automotive Dispensing Throughput, 100% Inspection

In automotive component dispensing and sealing, production throughput and 100% full inspection capacity are key challenges. DaoAI 3D ACI equipment, leveraging proprietary 3D cameras and 3D morphology reconstruction, accelerates online inspection speed by over 2.5 times compared to traditional solutions, while reducing false negatives to below 0.2%, ensuring no micron-level defects in complex dispensing paths are missed, significantly improving production efficiency and product quality.

2D ACI · 2026-09-08

APDT Few-Shot Self-Training: DaoAI 2D ACI for Food Packaging Sealing & Coding

Leveraging APDT few-shot self-training, the DaoAI 2D ACI equipment significantly enhances the efficiency and accuracy of food packaging seal, label, and coding defect detection, reducing traditional manual re-inspection time from hours to minutes. This system utilizes high-resolution 2D imaging and deep learning for secondary judgment, targeting planar defects like surface imperfections, print quality, OCR character errors, and assembly omissions. It achieves high-speed online full inspection, micron-level precision, and semantic false positive filtering, effectively addressing the challenges posed by diverse packaging in the food industry.

Robotics Vision · 2026-09-07

DaoAI 3D Vision Improves Bin Picking Detection Rate, Reduces Leakage in Auto Parts

In chaotic bin picking for automotive parts, traditional solutions struggle with high leakage rates and low detection rates. WeLinkirt's DaoAI 3D Robot Vision, with its proprietary 3D camera and 6D pose estimation, reduces bin picking leakage rates from a conventional 5% to below 0.5%, significantly improving the overall detection rate.

AI Filmmaking · 2026-09-07

AI Shorts/Anime Series Cross-Shot Consistency: 2X Production Speed-Up

In the industrial production of premium short dramas and anime series, the challenge of cross-shot character and scene consistency in AI-generated content is a critical bottleneck for output speed and production cycle. DaoAI Wemio Content Engine, with its physical AI world model, accelerates the average production cycle by 2 times, ensuring visual continuity across thousands of shots while significantly reducing rework rates and production costs.

3D ACI · 2026-09-07

3D ACI On-Premises Deployment Secures Connector Coplanarity Data

In electronics manufacturing, DaoAI 3D ACI equipment with on-premises deployment, utilizing self-developed 3D cameras and 3D morphology reconstruction, accurately detects pin header/connector coplanarity, reducing the false negative rate from 1.2% to <0.4% compared to traditional methods, while ensuring sensitive production data remains in-house, meeting high security requirements.

2D ACI · 2026-09-07

Zero-Code Rapid Changeover: DaoAI 2D ACI for PCBA Silkscreen OCR in High-Mix Low-Volume

For high-mix low-volume production in the electronics industry, DaoAI 2D ACI equipment achieves zero-code rapid changeover, drastically reducing PCBA silkscreen OCR character inspection changeover time from hours with traditional methods to under 5 minutes, while significantly improving micron-level character defect detection rates and semantic false positive filtering.

ACI OS · 2026-09-07

APDT Few-Shot Training: ACI Reduces False Positives in Consumer Goods Assembly

Leveraging APDT few-shot self-training, DaoAI ACI OS effectively addresses complex defect detection challenges like missing or incorrect components in consumer goods assembly, reducing false positive rates by over 85% and significantly boosting production line inspection efficiency and accuracy.

SkyVision · 2026-09-06

SkyVision: Perimeter Intrusion Detection, Direct Reduction in Manual Surveillance Costs

For perimeter intrusion detection in large industrial parks and critical infrastructure, DaoAI SkyVision's no-code video surveillance AI platform directly replaces traditional manual surveillance, reducing security patrol labor costs by 75% while significantly improving alert accuracy and response speed.

ACI OS · 2026-09-06

ACI OS Accelerates PCBA Multi-Variety Small-Batch 0-Code Changeover

In electronics manufacturing, DaoAI ACI OS, with its 0-code rapid changeover capability, reduces PCBA multi-variety small-batch production line changeover time from hours to 5 minutes, significantly cutting manual programming costs and line downtime, while improving detection accuracy for complex defects.

AI Filmmaking · 2026-09-06

IP Comic Adaptation: 3D Camera Movement and Storyboard Control Doubles the Speed

In the mass-production of IP-derived comic adaptations, 3D camera movement and storyboard control on the director's console are crucial. The WeLinkirt Wemio Content Engine enables precise control, significantly improving production efficiency.

Robotics Vision · 2026-09-06

DaoAI 3D Vision: Significantly Reduce False Alarm Rate in Assembly Missing Parts Detection

In consumer goods assembly, the false alarm rate in missing or mis-assembled parts detection is high, and the re-inspection workload is heavy. DaoAI 3D robotic vision from WeLinkirt significantly reduces the false alarm rate and eases the re-inspection burden.

3D ACI · 2026-09-06

3D ACI Enables Zero-code Model Change for Multi-variety and Small-batch Chip Production

In the semiconductor/chip industry, the problem of model change in multi-variety and small-batch production is prominent. DaoAI's 3D ACI device enables zero-code and rapid model change, effectively solving the detection problems of defects such as micro-bump missing/bridging.

2D ACI · 2026-09-06

DaoAI 2D ACI Improves Detection Rate of Baked Goods Appearance

In the food and agriculture industry, the appearance inspection of baked goods is crucial. DaoAI's 2D ACI device significantly improves the detection rate and reduces false negatives, bringing innovation to the quality control of baked goods.

SkyVision · 2026-09-05

SkyVision Enhances Production Rhythm and Full Inspection Capacity for Two-hand Operations

In the scenario of two-hand operation specifications in industrial SOP, production rhythm and 100% full-inspection capacity are crucial. DaoAI's SkyVision 0-code video surveillance AI platform effectively improves both aspects.

Robotics Vision · 2026-09-05

DaoAI 3D Vision: Zero-code Changeover Solves Multi-variety Small-batch Fastener Tightening Problems

In the automotive parts manufacturing industry, many enterprises are troubled by the changeover problems in multi-variety small-batch production. WeLinkirt's DaoAI 3D robot vision enables zero-code rapid changeover, enhancing production flexibility.

3D ACI · 2026-09-05

3D ACI Reduces False Positives for Aluminum Die Casting Porosity, Cuts Re-inspection Hours

For porosity detection in automotive aluminum die-cast parts, DaoAI's 3D ACI equipment, leveraging its proprietary 3D camera and fused vision model, has reduced false positive rates from traditional X-ray inspection methods—which could reach 25%—to below 8%, significantly alleviating manual re-inspection burdens and production costs.

2D ACI · 2026-09-05

DaoAI 2D ACI Replaces Manual Inspection, Reducing Labor Costs for Gold Finger Scratches & Oxidation

By deploying DaoAI 2D ACI equipment, a leading PCBA manufacturer successfully replaced traditional manual inspection, significantly reducing labor costs for detecting gold finger scratches and oxidation defects, while cutting manual re-inspection volume by 80% and achieving fully automated, micron-level online defect detection.

ACI OS · 2026-09-05

ACI OS Reduces Nut Sorting Missed Detections, Boosts Food Safety Detection Rate

In nut and potato chip color sorting, effectively reducing missed detection rates is a core industry challenge. DaoAI's ACI OS, leveraging visual foundation models for feature recognition and APDT positive/few-shot learning, has reduced foreign object missed detection rates in nut sorting by 85%, significantly enhancing food safety detection rates.

AI Filmmaking · 2026-09-04

Micro-movies/Online Movies: Efficiency Boost via Multi-person Collaboration and Asset Version Management

Multi-person collaboration and asset version management are crucial in micro-movie and online movie production. The WeLinkirt Wemio content engine enables real-time multi-person collaboration, improving production efficiency and quality.

Robotics Vision · 2026-09-04

DaoAI 3D Vision for Produce Ripeness Sorting: Quality Traceability and Data Loop

In the sorting of agricultural product ripeness, quality traceability and data closed-loop are crucial. DaoAI 3D robot vision can sort accurately, realize real-time data monitoring and analysis, providing an effective solution for the industry.

3D ACI · 2026-09-04

3D ACI Equipment Replaces Manual Visual Inspection to Reduce Costs and Increase Efficiency

In the electronics/PCBA industry, manual visual inspection is costly and inefficient. DaoAI's 3D ACI equipment can effectively replace manual labor, reducing labor costs and improving inspection accuracy and efficiency.

3D ACI · 2026-09-03

3D ACI: APDT Few-sample Self-training for BGA Void Detection

APDT few-sample self-training technology is applied to BGA void detection in the electronics/PCBA industry

SkyVision · 2026-09-03

SkyVision: Screw Tightening Compliance, Detection Rate & Missed Defect Reduction

In industrial screw tightening compliance monitoring, DaoAI SkyVision 0-code video surveillance AI platform, through on-site hourly model training, significantly improved the detection rate of screw tightening actions while reducing the missed detection rate by 78%, outperforming traditional manual inspection or rule-based vision solutions.

Robotics Vision · 2026-09-03

DaoAI 3D Vision: 100% Online Automotive Adhesive Inspection, Reducing Labor Costs

Traditional manual visual inspection of automotive adhesive quality is inefficient and incurs high labor costs. DaoAI 3D Robot Vision System, with its proprietary 3D camera and 6D pose estimation, enables 100% online 3D inspection and path correction for adhesive application, reducing manual re-inspection rates by 75% and significantly cutting labor expenses.

2D ACI · 2026-09-03

Pharma Label OCR/Serialization: DaoAI 2D ACI for Quality Traceability & Data Closure

Leveraging high-precision inline full inspection, DaoAI / WeLinkirt's 2D ACI equipment enables quality traceability and data closure for label OCR and serialization in pharmaceutical manufacturing. This system significantly reduces compliance risks by 85% caused by character printing defects and blurriness, commonly faced by traditional manual or rule-based vision solutions, while ensuring the traceability of every single product.

ACI OS · 2026-09-03

ACI OS Reduces False Positives for Rare Advanced Packaging Defects, Alleviating Re-inspection Burden

DaoAI ACI OS, leveraging visual foundation model feature recognition and semantic false positive filtering, reduces the false positive rate for rare advanced packaging defects from 15% (traditional methods) to <1%, significantly easing manual re-inspection burden. The system supports APDT few-shot learning, enabling high-precision programming with just 1-20 good samples, and offers 100% on-premise private deployment.

3D ACI · 2026-09-03

3D ACI Boosts Connector Coplanarity Inspection Accuracy

DaoAI 3D ACI equipment (self-developed 3D camera + 3D morphology reconstruction/point cloud, detecting hidden solder joints/coplanarity/micron-level

2D ACI · 2026-09-03

2D ACI for PCBA Character Print Quality, False Alarm Rate Reduced by 62%

2D ACI for PCBA Character Print Quality, False Alarm Rate Reduced by 62%: <0.5% Missed Detection Rate; 5min Changeover Time.

ACI OS · 2026-09-03

ACI OS for Consumer Product Assembly Defect Detection

DaoAI ACI OS, leveraging visual foundation models for feature recognition, achieves 0-code automatic programming with a single good sample in

2D ACI · 2026-09-03

2D ACI for SMT Solder Joint Inspection, False Positive Rate Reduced by 62%

DaoAI 2D ACI equipment (high-resolution 2D imaging + deep learning secondary judgment, targeting surface/printing/character OCR/assembly defects

AI Filmmaking · 2026-09-03

Wemio's Six Capabilities: A Full AI Video Line from Director's Stage to Ad Workshop

A full tour of Wemio's six capabilities: one canvas from idea to finished film — 3D director's stage, script-node agent

SkyVision · 2026-09-03

SkyVision Guards Perimeters, False Alarm Rate Reduced by 63%

SkyVision Guards Perimeters, False Alarm Rate Reduced by 63%: 99.4% Real Intrusion Detection Rate; 1-20 Samples for Model Training.

Robotics Vision · 2026-09-03

DaoAI 3D Robot Vision for High-Precision Produce Ripeness Sorting

WeLinkirt DaoAI 3D Robot Vision, leveraging proprietary 3D cameras and 6D pose estimation, reduced the defect rate from 3.5% to 0.8% for a leading

2D ACI · 2026-09-03

2D ACI Solder Joint Inspection: Enhancing PCBA Quality & Production Resilience

2D ACI Solder Joint Inspection: Enhancing PCBA Quality & Production Resilience — 99.4% Solder Joint Defect Detection Rate.

ACI OS · 2026-09-03

ACI OS Detects Component Polarity Reversal in PCBA

This article introduces the application of the ACI OS in detecting component polarity reversal in the electronics/PCBA industry

SkyVision · 2026-09-03

SkyVision Platform Achieves Remarkable Results in Perimeter Intrusion Detection

In the field of emergency security, DaoAI's SkyVision zero-code video surveillance AI platform demonstrates strong capabilities

Robotics Vision · 2026-09-03

DaoAI 3D Robot Vision for Produce Maturity Sorting

This article introduces the application of DaoAI 3D robot vision in the sorting of agricultural product maturity

ACI OS · 2026-09-03

ACI OS Solves Component Polarity Reverse False Alarms

This article introduces the application of WeLinkirt's ACI OS in solving component polarity reverse false alarms in the electronics/PCBA

3D ACI · 2026-09-03

3D ACI Device Achieves Remarkable Results in Detecting Hidden Solder Joints of BGA/QFN Packages

This article introduces the application of WeLinkirt's 3D ACI device in detecting hidden solder joints of BGA/QFN packages in the electronics/PCBA

2D ACI · 2026-09-03

2D ACI Equipment Achieves Remarkable Results in Detecting SMT Solder Joint Defects

This article introduces the application of WeLinkirt's 2D ACI equipment in SMT solder joint detection in the electronics/PCBA industry

ACI OS · 2026-09-03

ACI OS Helps Solve PCBA Assembly Defects

Against the backdrop of intelligent manufacturing, WeLinkirt's ACI OS changes PCBA industry inspection

SkyVision · 2026-09-03

Tianyan Platform: Achieving Efficient and Accurate Identification of Boundary Crossing/ Tripwire Detection

In the video surveillance industry, boundary crossing/ tripwire detection is of great importance

2D ACI · 2026-09-03

2D ACI Equipment Significantly Improves the Detection Efficiency of Packaging Box Printing Defects

In the packaging box printing process of the consumer goods industry, WeLinkirt's 2D ACI equipment provides an effective solution to the problem of

Robotics Vision · 2026-09-03

DaoAI 3D Robot Vision: Accurately Solve the Problem of Missing Parts in Assembly

In the assembly process of the consumer goods and general industries, the problems of missing parts and misassembly have always troubled manufacturing

2D ACI · 2026-09-03

2D ACI Equipment: Reducing False Alarms in Printing Film/Label Coil Inspection

In the chemical/materials industry, the quality inspection of printing films and label coils is of great importance

ACI OS · 2026-09-03

ACI System Significantly Improves Detection Efficiency for High-SKU Label Printing

In the high-SKU label printing scenario of the consumer goods/general industry, WeLinkirt's ACI OS brings an efficient and accurate

3D ACI · 2026-09-03

3D ACI Equipment Enables Online Detection and Correction of Automotive Glue Sealing

In the 'computational era' of industrial mother machines, industrial vision quality inspection is being upgraded to large-model applications

2D ACI · 2026-09-03

2D ACI Equipment for Defect Detection in Food Packaging

As the food/agriculture industry raises its requirements for product quality, packaging inspection has become crucial

ACI OS · 2026-09-03

ACI OS Enables Defect Detection on Textured Surfaces of Chemical Materials

In the production of chemical materials, defect detection on textured surfaces is crucial. WeLinkirt's ACI OS, with its advanced technology

ACI OS · 2026-09-03

ACI OS: Solving Assembly Missing, Omission, and Misassembly Problems

This article introduces the application of WeLinkirt's ACI OS in the detection of assembly missing parts and misassembly in the consumer

Automotive · 2026-09-03

Accurate AI Vision Detection Solution for Resistance Spot Welding Nuggets in Automotive Industry

With advanced AI vision technology, WeLinkirt provides an efficient and accurate solution for the detection of resistance spot welding nuggets for automotive

Video Surveillance · 2026-09-03

AI Vision Enables Precise Passenger Flow Statistics and Heat Map Analysis

In the field of video surveillance and intelligent monitoring, passenger flow statistics and heat map analysis are crucial for the operation and management

Electronics · 2026-09-03

AI Vision Inspection Solution for Gold Finger Scratches and Oxidation in the Electronics/PCBA Industry

In the electronics/PCBA industry, gold fingers are the key connection parts, and their scratches and oxidation problems seriously affect product quality

Electronics · 2026-09-03

AI Vision Inspection Solution for Missing Components and Incorrect Connector Installation in PCBA Assembly

In the electronics manufacturing industry, the problems of missing components and incorrect connector installation during PCBA assembly seriously affect

AI Filmmaking · 2026-09-02

Brand Commercial AI Pipeline: Production Cost Reduced by 35%

Addressing the high production costs in brand commercial/TVC creation, DaoAI Wemio Content Engine's intelligent agent pipeline reduces per-minute production costs by approximately 35%, significantly improving production economy.

2D ACI · 2026-09-02

Chemical Film Printing Defects: DaoAI 2D ACI Boosts Throughput for 100% Online Inspection

Facing the stringent cycle times of chemical material printing film production lines, DaoAI 2D ACI equipment (high-resolution 2D imaging + deep learning secondary judgment, targeting surface/printing/OCR/assembly defects, high-speed online full inspection, micron-level, semantic false positive filtering) integrates high-speed image acquisition with AI intelligent judgment. This approach reduces the false positive rate by over 85% compared to traditional manual sampling or rule-based vision solutions, while ensuring 100% full inspection capacity at high production speeds, significantly enhancing production efficiency and product quality stability.

SkyVision · 2026-09-02

SkyVision: On-Premise Smoke & Fire Early Detection for Data Security & Faster Response

For complex emergency security scenarios in large warehousing and logistics parks, DaoAI SkyVision 0-code video surveillance AI platform, through 100% on-premise private deployment, reduces the average response time for early smoke and fire detection by 70%, while ensuring all sensitive monitoring sample and inspection images remain on-site, significantly enhancing data security and alarm efficiency.

Robotics Vision · 2026-09-02

DaoAI 3D Vision: On-Premises Deployment for Food Foreign Object Removal & Grading, Ensuring Data Security

DaoAI 3D Robot Vision system by WeLinkirt, through its on-premises private deployment, offers a secure and reliable solution for foreign object removal and quality grading in the food/agriculture industry, reducing manual misjudgment rates by 70% while ensuring sensitive production data remains in-house, meeting stringent compliance requirements.

3D ACI · 2026-09-02

Automotive Dispensing 3D ACI: Detection Rate & Zero Escapes

For automotive component dispensing/sealing, DaoAI's 3D ACI equipment (proprietary 3D camera + 3D morphology reconstruction/point cloud, detecting hidden solder joints/coplanarity/micron-level morphology/voids, etc., 2D optical blind spot defects, 2D-3D fusion) drastically reduces the dispensing inspection escape rate from 0.8% with traditional methods to <0.05%, significantly boosting the detection rate through deep learning and 3D morphology reconstruction.

ACI OS · 2026-09-02

ACI OS Ensures Quality Traceability and Data Closure for Chemical Material Textured Surfaces

By integrating the ACI OS, DaoAI assisted a leading chemical materials manufacturer in achieving quality traceability and data closure for textured surface anomaly detection, reducing manual re-inspection rates by 85% and significantly enhancing production efficiency and compliance. The system leverages visual foundation models for feature recognition, enabling 0-code automatic programming with one good sample in 5 minutes, APDT positive/few-shot learning with 1–20 good samples, and semantic false positive filtering, fully supporting 100% local private deployment via SDK/API/Docker.

2D ACI · 2026-09-01

Consumer Product Logo Silkscreen Defect Detection: DaoAI 2D ACI with APDT Few-Shot Self-Training Reduces False Positives by 75%

Leveraging APDT few-shot self-training, DaoAI 2D ACI equipment significantly enhances the efficiency and accuracy of consumer product logo silkscreen defect detection, reducing false positives by 75% and substantially cutting manual re-inspection hours.

ACI OS · 2026-09-01

ACI On-Premise for Secure Capsule Defect Detection Data

By supporting 100% on-premise deployment, WeLinkirt's DaoAI ACI OS effectively addresses data security and compliance challenges in pharmaceutical capsule defect detection. Its visual foundation model's feature recognition, combined with APDT few-shot learning, precisely identifies complex defects like micro-cracks, color variations, and foreign objects on capsule surfaces, reducing the traditional solution's false positive rate by 65% while ensuring sensitive production data remains in-house.

AI Filmmaking · 2026-09-01

Manga/Animation Adaptation Mass Production: DaoAI Wemio Script Agent Pipeline, 2x Speedup

In IP-derived manga/animation adaptation mass production, DaoAI Wemio Content Engine leverages an automated script agent pipeline to shorten production cycles by 2x, significantly boosting content production efficiency and cross-shot consistency.

SkyVision · 2026-09-01

SkyVision: Customer Flow Misreporting Reduced by 75%, Halving Recertification Effort

In video surveillance, DaoAI SkyVision 0-code AI platform reduces customer flow misreporting by 75% and halves recertification effort through on-site hourly model training, enhancing data accuracy and operational decision-making.

Robotics Vision · 2026-09-01

DaoAI 3D Vision: Ensure Assembly Uptime & 100% Full Inspection for Consumer Goods, Reduce Misassembly

In consumer goods manufacturing, the DaoAI 3D Robot Vision system, leveraging proprietary 3D cameras and 6D pose estimation, ensures production line takt time and 100% full inspection capacity. It reduces the false negative rate of missing/incorrect assembly from a traditional 0.5% to <0.05%, significantly boosting line efficiency and product quality. This system is particularly suited for high-takt, multi-variety consumer product assembly lines, achieving precise guidance and defect detection with sub-millimeter hand-eye coordination.

3D ACI · 2026-09-01

3D ACI Boosts Pin Header Coplanarity Full Inspection Capacity, Securing Production Rhythm

In electronics manufacturing, ensuring production rhythm and 100% full inspection capacity is critical. DaoAI 3D ACI equipment, leveraging proprietary 3D cameras and 3D morphology reconstruction, boosts pin header/connector coplanarity inspection efficiency by over 40%, significantly reducing manual re-inspection. This solution effectively compensates for 2D optical blind spots, achieving micron-level defect identification and ensuring product quality and smooth production flow.

SkyVision · 2026-08-31

SkyVision: Smart Mine Perimeter Intrusion Quality Traceability & Data Loop

Addressing perimeter intrusion risks in smart mine spoil dumps, DaoAI SkyVision 0-code video surveillance AI platform enhances quality traceability and data closed-loop capabilities, reducing event response time by 70% and false alarm rates by 65% compared to traditional solutions, ensuring accurate and timely alerts for personnel trespassing in critical areas.

Robotics Vision · 2026-08-31

APDT Few-Shot Self-Training Reduces False Positives in Automotive Fastener Tightening

Leveraging APDT few-shot self-training, DaoAI 3D Robotic Vision by WeLinkirt reduces false positives in automotive fastener tightening defects by 85%, significantly enhancing inspection efficiency and production line stability, while meeting high precision and rapid changeover requirements.

3D ACI · 2026-08-31

3D ACI Local Deployment for Secure BGA/QFN Solder Joint Data

In modern BGA/QFN electronic manufacturing, data security and on-premise deployment are critical concerns for leading manufacturers. DaoAI's 3D ACI equipment, leveraging its proprietary 3D camera and 3D morphology reconstruction, reduces hidden solder joint detection false negatives to <0.4% while significantly decreasing manual re-inspection hours, all within a secure, local environment.

2D ACI · 2026-08-31

DaoAI 2D ACI: SMT Solder Joint Zero-Code Rapid Changeover for NPI

DaoAI 2D ACI equipment (high-resolution 2D imaging + deep learning secondary judgment) leverages its 'zero-code rapid changeover for NPI' capability, reducing SMT solder joint inspection changeover time from hours to under 5 minutes, significantly boosting production efficiency and responsiveness for electronics PCBA manufacturers facing frequent product iterations and fragmented orders.

ACI OS · 2026-08-31

APDT Few-Shot Self-Training Reduces PCBA Pin Coplanarity Defect False Positives

Leveraging APDT few-shot self-training, DaoAI ACI OS significantly reduces false positives for pin coplanarity defects in electronic PCBA manufacturing, cutting the traditional solution's false positive rate from 15% to below 2%, greatly enhancing inspection efficiency and production line stability. The system relies on the feature recognition capabilities of vision foundation models, requiring only 1-20 good samples for high-precision programming.

AI Filmmaking · 2026-08-30

Vertical Short Drama Industrial Production: DaoAI Wemio Engine Achieves Cross-Scene Consistency, 2x Production Speedup

In the industrial production of vertical short dramas, the WeLinkirt DaoAI Wemio content engine significantly enhances cross-scene character, setting, and lighting consistency by incorporating physical AI 3D constraints, accelerating the overall production cycle by 2 times and substantially lowering content production barriers and costs.

SkyVision · 2026-08-30

SkyVision: Few-Shot Self-Training for Kitchen Irregularities, Reducing 85% Non-Compliance Risk

Addressing the complex operational environment of large catering chain kitchens, DaoAI SkyVision 0-code video surveillance AI platform, leveraging its APDT few-shot self-training capability, effectively identifies and pre-warns against irregular employee behaviors, reducing non-compliance risks by 85% compared to traditional manual inspections. The platform achieves hourly on-site training of proprietary models for precise behavior/event recognition and real-time alerts via edge devices, ensuring 100% local data processing and integrating DaoAI World model for semantic understanding.

2D ACI · 2026-08-30

Bakery Foreign Object & OCR: DaoAI 2D ACI On-Premise for Data Security

In the food baking industry, DaoAI 2D ACI equipment, leveraging high-resolution 2D imaging and deep learning re-evaluation, enables on-premise private deployment to effectively tackle challenges such as foreign object inclusion and packaging character misprints in high-speed inline full inspection of planar defects, while ensuring critical production data remains securely within the enterprise, significantly mitigating data leakage risks.

ACI OS · 2026-08-30

ACI OS Accelerates Home Appliance Panel Inspection Throughput

In home appliance panel manufacturing, DaoAI ACI OS (featuring visual foundation model for characteristic recognition, 5-minute 0-code programming with one good sample, APDT positive/few-shot learning with 1–20 good samples, semantic false positive filtering, and SDK/API/Docker 100% on-premise deployment) optimizes inspection processes, boosting full inspection line throughput by 35% and ensuring 100% quality inspection capacity. Traditional manual and rule-based AOI struggle to maintain stable, efficient quality control at high production speeds, particularly for subtle surface defects like micro-scratches and particulate matter.

AI Filmmaking · 2026-08-29

Micro-film/Web Series: Style Library & IP Consistency Across Seasons, 2x Production Speed

In serialized micro-film and web series production, WeLinkirt Wemio Content Engine leverages 'Style Library and IP Character Cross-Season Locking' technology to effectively resolve inconsistencies in character appearance, scene style, and lighting across multiple episodes. This accelerates production cycles by an average of 2x, significantly lowering production barriers and costs.

Robotics Vision · 2026-08-29

DaoAI 3D Vision: Zero-Code Rapid Changeover & Multi-Variety Small-Batch for Produce Sorting

DaoAI 3D Robot Vision enables zero-code rapid changeover for produce ripeness sorting, significantly boosting flexibility and efficiency for multi-variety, small-batch production lines. It slashes changeover times from hours to minutes while reducing manual re-inspection efforts.

3D ACI · 2026-08-29

3D ACI Reduces False Positives in New Energy Battery Tab Welding, Easing Rework Burden

In the quality gate for new energy battery tab welding, DaoAI's 3D ACI equipment, leveraging its proprietary 3D camera and 3D morphology reconstruction, significantly reduces false positive rates by 75% compared to traditional solutions, substantially easing the burden of manual re-inspection. Its core advantage lies in precisely identifying hidden solder joints, coplanarity, micron-level morphology, and porosity—defects often missed by 2D optical methods—through integrated 2D-3D detection, ensuring both battery product quality and production efficiency.

SkyVision · 2026-08-29

SkyVision: Production Line Intrusion Detection for Throughput & 100% Inspection

By enhancing production line throughput and ensuring 100% full inspection capacity, DaoAI SkyVision 0-code video surveillance AI platform (on-site hourly custom model training, behavior/event recognition, edge box real-time alerting, 100% local data processing, DaoAI World semantic understanding) effectively addresses the challenges of missed detections and false positives in intrusion/tripwire detection on high-cadence production lines, reducing event response latency by 85% compared to traditional solutions, significantly improving line safety and efficiency.

2D ACI · 2026-08-29

Gold Finger Scratches & Oxidation: DaoAI 2D ACI Boosts Detection, Cuts Undetected Defects

For gold finger scratches and oxidation detection in electronic PCBA, DaoAI 2D ACI equipment, leveraging high-resolution 2D imaging and deep learning secondary judgment, dramatically reduces undetected defect rates to below 0.3%, achieving over 99.7% detection accuracy, significantly improving product quality and production efficiency.

AI Filmmaking · 2026-08-28

Brand Promo Cross-Shot Consistency: Physics AI 3D Constraints, Production Cycle Reduced by 60%

In brand promotional video production, WeLinkirt DaoAI / Wemio Content Engine significantly enhances cross-shot consistency for characters, scenes, and lighting by incorporating physics-based AI 3D constraints, reducing the overall production cycle by 60%. This solution addresses the pain points of traditional processes where character appearance, environmental details, and lighting often deviate across multiple scenes and shots, ensuring coherent brand messaging and professionalism.

SkyVision · 2026-08-28

SkyVision: Safety Helmet & Reflective Vest Compliance, Replacing Manual Checks to Cut Labor Costs

In large industrial parks and construction sites, DaoAI SkyVision 0-code video surveillance AI platform significantly replaces traditional manual inspections with automated safety helmet and reflective vest compliance detection, reducing on-site patrol and review labor costs by approximately 75%. The platform trains proprietary models in hours on-site, combining behavior/event recognition with edge box real-time alerts, ensuring 100% on-premise data security. Integrated with the DaoAI World model for semantic understanding, it greatly enhances emergency security efficiency and accuracy.

Robotics Vision · 2026-08-28

DaoAI 3D Robot Vision Reduces Missed Detections and Rework in Automotive Bin Picking

WeLinkirt's DaoAI 3D Robot Vision system enabled a tier-1 automotive supplier to reduce the missed detection rate in bin picking from a traditional 2.5% to below 0.4%, significantly alleviating manual rework and inspection pressures.

2D ACI · 2026-08-28

Packaging Printing Defects: DaoAI 2D AOI for Quality Traceability & Data Loop

With WeLinkirt's DaoAI 2D ACI equipment, a leading consumer goods manufacturer achieved comprehensive quality traceability and data closed-loop for packaging printing, reducing manual re-inspection workload due to misprints, ink spots, and scratches by -75%, while boosting batch pass rates to over 99.8%.

ACI OS · 2026-08-28

ACI OS Boosts Glass Surface Defect Detection Rate, Reduces Undetected Defects

Addressing the challenge of detecting minute surface scratches and bubbles in flat glass production within the chemical/materials industry, DaoAI ACI OS, powered by visual foundation models and few-shot learning, reduced the undetected defect rate from a common 3.5% to <0.8%, significantly improving the detection rate.

SkyVision · 2026-08-27

SkyVision: Screw Tightening Compliance, On-Premise Data Security

For compliance monitoring of screw tightening actions in industrial operations, DaoAI SkyVision 0-code video surveillance AI platform ensures sensitive production data remains on-premise with 100% local private deployment, reducing compliance risks associated with traditional manual inspections by over 85%. The platform enables on-site, hour-level training of proprietary models for precise action recognition and real-time alerts via edge devices.

AI Filmmaking · 2026-08-27

AI Collaboration for Premium Drama Teams: Cost Per Minute Cut to ¥694, Production Speed Doubled

Premium drama teams leverage WeLinkirt's Wemio Content Engine to significantly reduce the cost per minute of finished content to approximately ¥694, saving 27%–43% compared to traditional methods, while doubling overall production speed. This effectively addresses challenges in asset version management and cross-shot consistency in multi-person collaboration.

Robotics Vision · 2026-08-27

DaoAI 3D Vision Enables New Energy Battery Module Solder Joint Quality Traceability and Data Closure

By integrating the DaoAI 3D Robotic Vision system, new energy battery module production lines have achieved precise traceability and data closure management for solder joint quality, significantly reducing manual re-inspection rates and enhancing defect detection reliability. Leveraging its proprietary 3D camera and 6D pose estimation capabilities, the system accurately identifies and records the 3D morphological features of each solder joint, providing a solid data foundation for full lifecycle quality management.

3D ACI · 2026-08-27

3D ACI: Zero-Code Changeover for Battery Winding, High-Mix Low-Volume

DaoAI 3D ACI, leveraging proprietary 3D cameras and 3D morphology reconstruction, achieves zero-code rapid changeover and flexible inspection for multi-variety small-batch production in new energy battery winding/stacking anode-cathode alignment, reducing traditional changeover times from hours to under 5 minutes, significantly boosting line efficiency and product quality.

2D ACI · 2026-08-27

Printed Film Roll False Rejection Reduction: DaoAI 2D ACI Replaces Manual Inspection, Optimizing Labor Costs

In the chemical/materials industry's printed film/label roll production, high labor costs and false rejection rates from manual inspection severely limit production efficiency. DaoAI 2D ACI equipment, utilizing high-resolution 2D imaging and deep learning for secondary judgment, accurately identifies surface/print defects, drastically reducing the need for manual re-inspection and lowering false rejection rates by over 85%, significantly optimizing labor costs.

2D ACI · 2026-08-26

Food Packaging Seal APDT Few-Shot, DaoAI 2D ACI Reduces False Positives

Leveraging APDT few-shot self-training, DaoAI 2D ACI equipment achieves high-precision defect detection for food packaging seals, reducing false positives by over 85% and significantly enhancing production efficiency and product compliance.

AI Filmmaking · 2026-08-26

Virtual Production for Tourism Promos: 3D Camera & Storyboard Control, 2X Faster

Achieving high-precision 3D camera and storyboard control from the director's console is crucial for efficient virtual production of tourism and city promotional films. DaoAI Wemio Physical AI Content Engine, by integrating 3D and physics constraints, intelligently streamlines complex camera movement design and storyboard management, accelerating the overall production cycle by approximately 2 times while ensuring consistent lighting, spatial relationships, and character appearance across shots.

SkyVision · 2026-08-26

SkyVision: Assembly Step Omission Detection Rate & Missed Detection Reduction

In complex industrial assembly processes, DaoAI SkyVision 0-code video surveillance AI platform, through on-site hour-level custom model training, significantly improves the detection rate of assembly step omissions and successfully reduces the missed detection rate by 85%, substantially cutting rework costs and quality risks.

Robotics Vision · 2026-08-26

DaoAI 3D Vision: On-Premise Deployment Reduces Automotive Fastener Tightening False Positives

Addressing the stringent data security and privacy requirements in automotive fastener tightening quality inspection, DaoAI 3D Robot Vision, with its 100% on-premise deployment, proprietary 3D camera, and 6D pose estimation, has reduced false positives for fastener tightening defects by over 85%, significantly enhancing production line inspection efficiency and data compliance.

3D ACI · 2026-08-26

3D ACI for Battery Electrode Coating: Quality Traceability and Data Closure

In the new energy battery electrode coating process, DaoAI's 3D ACI equipment, through high-precision 3D morphology reconstruction, not only addresses numerous defect detection challenges in traditional 2D optical blind spots but also, with its robust data closure capability, deeply links defect data with production process parameters. This achieves full lifecycle quality traceability from raw materials to finished products, helping a leading battery manufacturer improve defect traceability efficiency by 75% and significantly optimizing production processes and yield management.

ACI OS · 2026-08-26

ACI OS Replaces Manual Inspection, Reducing Capsule Production Labor Costs

Addressing the high labor costs and quality control challenges of manual visual inspection for capsule appearance defects in the pharmaceutical industry, DaoAI ACI OS (featuring vision foundation model-based feature recognition, 5-minute 0-code automatic programming with one good sample, APDT positive/few-shot learning from 1–20 good samples, semantic false positive filtering, and SDK/API/Docker support for 100% on-premise deployment) significantly reduces manual inspection workload by over 85%, optimizing production efficiency and quality management.

AI Filmmaking · 2026-08-25

E-commerce Ad Short Videos: Multi-user Collaboration & Asset Management, Production Cycle Reduced 50%

For scaled production of e-commerce ad short videos, WeLinkirt Wemio Content Engine significantly boosts team efficiency through its robust multi-user collaboration and asset version management capabilities, reducing overall production cycles by approximately 50%. The engine effectively addresses inefficiencies and rising costs stemming from poor collaboration and disorganized assets in traditional workflows, ensuring smooth and consistent content production.

SkyVision · 2026-08-25

SkyVision: Perimeter Intrusion Quality Traceability & Data Loop

By enhancing quality traceability and data closed-loop capabilities, DaoAI SkyVision 0-code video surveillance AI platform reduces perimeter intrusion false alarm rates by over 90%, enabling full-process audibility from event identification to response. The platform supports on-site, hour-level training of proprietary models for behavior/event recognition, real-time alerts from edge devices, 100% local data processing, and integrates DaoAI World model for semantic understanding.

Robotics Vision · 2026-08-25

DaoAI 3D Robot Vision: Agri-product Ripeness Sorting Line Throughput & 100% Full Inspection

Achieving line throughput and 100% full inspection for agricultural product ripeness sorting is a critical industry demand. DaoAI 3D Robot Vision, leveraging its proprietary 3D camera and 6D pose estimation algorithms, reduces the typical false negative rate from 5-8% in traditional manual or 2D vision solutions to <0.5%, while boosting sorting efficiency by over 30%, effectively ensuring consistent quality at high production speeds.

3D ACI · 2026-08-25

3D ACI Replaces Manual Inspection, Significantly Reducing Labor Costs for Hidden Solder Joint Detection in BGA/QFN

In electronics manufacturing, hidden solder joint inspection for BGA/QFN packages has traditionally relied on intensive manual visual inspection, leading to high labor costs and low efficiency. DaoAI's 3D ACI equipment, utilizing proprietary 3D cameras and 3D morphological reconstruction, accurately detects defects in 2D optical blind spots, reducing manual re-inspection rates by over 80% and significantly cutting production line labor costs.

2D ACI · 2026-08-25

2D ACI: Zero-Code Changeover for HMLV SMT Solder Joint Inspection

Addressing the complex quality inspection challenges of SMT solder joints (cold solder, bridging, insufficient solder) in High-Mix, Low-Volume (HMLV) PCBA production, DaoAI's 2D ACI equipment, with its zero-code rapid changeover capability, reduces traditional AOI changeover times from hours to minutes, significantly enhancing production line flexibility and efficiency, while effectively filtering semantic false positives.

ACI OS · 2026-08-25

ACI OS Enables PCBA Quality Traceability & Data Closure, Reducing Component Polarity Reversal Misreports

Addressing common component polarity reversal issues in electronic manufacturing PCBA production, DaoAI's ACI OS leverages its visual foundation model for feature recognition, achieving precise defect identification and comprehensive quality data closure. This has reduced polarity reversal misreport rates by over 85% compared to traditional methods, significantly enhancing quality traceability and production line reliability.

AI Filmmaking · 2026-08-24

Vertical Short Drama Industrialization: AI Script Agent Pipeline, Cost Reduction 55%

In the industrial-scale production of vertical short dramas, DaoAI Wemio Content Engine leverages an "AI Script Agent Automation Pipeline" to boost efficiency across the entire process from concept to final cut. This significantly reduces production costs and shortens the production cycle by approximately 55%, effectively addressing pain points in traditional production models such as scriptwriting, storyboard design, and cross-shot content consistency.

SkyVision · 2026-08-24

SkyVision: Kitchen Brightening APDT Few-Shot Training Reduces Non-Compliance

Leveraging APDT few-shot self-training, DaoAI SkyVision 0-code video surveillance AI platform effectively identifies non-compliant employee behaviors in open kitchen environments, reducing traditional manual inspection's non-compliance detection rate by 85% and significantly enhancing food safety compliance. The platform supports on-site, hour-level custom model training for behavior/event recognition and real-time alerts via edge boxes, ensuring 100% on-premise data security, integrated with DaoAI World for semantic understanding.

3D ACI · 2026-08-24

3D ACI Boosts Micro Bump Inspection Throughput & 100% Coverage

In semiconductor packaging, DaoAI's 3D ACI equipment significantly improves production throughput and 100% inspection capacity for micro bump defect detection. Utilizing proprietary 3D cameras and 3D morphology reconstruction, it effectively identifies defects like missing or bridged micro bumps in traditional 2D optical blind spots, reducing single chip inspection time by 35% while lowering the escape rate to below 0.2%, thus ensuring high-value chip yield and reliability.

2D ACI · 2026-08-24

Bakery Product Defect: On-Premise Deployment Ensures Data Security, DaoAI 2D ACI Reduces False Positives

In the food baking industry, ensuring product appearance quality while safeguarding data security and privacy is a core consideration. DaoAI 2D ACI equipment from WeLinkirt, utilizing high-resolution 2D imaging and deep learning for secondary judgment, targets planar defects such as burnt spots, cracks, and deformation on baked goods. It achieves high-speed online full inspection with micron-level precision and supports 100% on-premise private deployment, effectively reducing false positives and fundamentally preventing sensitive production data leakage. This has helped a large bakery enterprise reduce appearance inspection false positive rates by 85% without compromising data sovereignty.

AI Filmmaking · 2026-08-23

AI Brand Film Production: Cross-Series Style Library & IP Consistency, Production Cycle Reduced by 55%

WeLinkirt Wemio Content Engine addresses the challenge of visual style and core IP character consistency across multiple brand campaign series and scenes in brand film/TVC production through its "Cross-Series Style Library and IP Character Locking" capability. This shortens the overall production cycle by approximately 55%, significantly enhancing brand asset uniformity and communication efficiency.

SkyVision · 2026-08-23

SkyVision: Production Rhythm & 100% Dual-Hand SOP Compliance

Ensuring 100% full inspection capacity for dual-hand operational SOPs within high-speed production rhythms is a critical challenge in industrial manufacturing. DaoAI SkyVision 0-code video surveillance AI platform (on-site hourly training of proprietary models, behavior/event recognition, edge box real-time alerts, 100% on-premise data, DaoAI World semantic understanding) leverages real-time intelligent recognition of key workstation dual-hand postures and tool usage. This has reduced the missed detection rate by 90% compared to traditional sampling methods and achieved full compliance inspection at production line speeds for the first time, significantly improving production quality and efficiency.

Robotics Vision · 2026-08-23

DaoAI 3D Robot Vision: APDT Few-Shot Self-Training Reduces Auto Parts Bin Picking Mis-detection

Leveraging APDT few-shot self-training, DaoAI 3D Robot Vision has reduced mis-detection rates by 85% in automotive parts bin picking scenarios compared to traditional solutions, significantly boosting picking success rates and production throughput with sub-millimeter precision guidance. Facing the complex stacking and reflective properties of multi-variety, small-batch automotive components, WeLinkirt's DaoAI 3D Robot Vision, combining its proprietary 3D camera and 6D pose estimation, effectively overcomes the recognition challenges of traditional vision systems under complex lighting and object occlusion, drastically reducing manual intervention and optimizing production efficiency.

3D ACI · 2026-08-23

New Energy Battery Tab Welding: 3D ACI for On-Premise Deployment & Data Security

Addressing common defects like burrs and cold welds in new energy battery tab welding, DaoAI's 3D ACI equipment, with its on-premise private deployment, ensures customer's critical production data remains in-house. It successfully reduced tab welding missed detection rates from the traditional 1.5% to <0.4%, while decreasing false positive rates by 70%, significantly improving production line inspection efficiency and data compliance.

2D ACI · 2026-08-23

Paper Surface Micron Defects: 2D ACI Reduces Missed Detections to 0.3%

Addressing subtle surface defects in paper production within the chemical/material industry, DaoAI's 2D ACI equipment, leveraging high-resolution 2D imaging and deep learning secondary judgment, significantly reduced the missed detection rate to below 0.3%, ensuring product quality and customer satisfaction.

AI Filmmaking · 2026-08-22

AI Short Drama/Manga Drama Cross-Shot Consistency: Production Cycle Compressed by 60%

In the rapid production of AI short dramas and manga dramas, DaoAI Wemio Physical AI Content Engine significantly compresses production cycles, reducing weeks of traditional workload to mere days, achieving high cross-shot consistency for characters and scenes. By introducing a physical AI world model, Wemio resolves common issues like character 'face changes' and scene jumps in traditional AI-generated content, greatly accelerating output speed and content quality, providing efficient and economical production solutions for MCN agencies and film studios.

SkyVision · 2026-08-22

SkyVision: Cross-Border Tripwire Detection - False Alarm Reduction & Re-inspection Load Cut

In video surveillance, SkyVision 0-code AI platform, with its on-site hourly model training, significantly reduces false alarms in traditional cross-border/tripwire detection, effectively alleviating the heavy burden of manual re-inspection. This allows security personnel to focus on real risks and improve response efficiency.

Robotics Vision · 2026-08-22

DaoAI 3D Robot Vision: Zero-Code Rapid Changeover for Agri-Food Foreign Object Removal and Grading

Addressing the challenge of frequent changeovers for foreign object removal and quality grading in multi-variety, small-batch agricultural production, DaoAI 3D Robot Vision system by WeLinkirt significantly reduces line downtime and enhances flexible production efficiency through its zero-code rapid changeover capability. Utilizing proprietary 3D cameras and 6D pose estimation, it achieves precise identification and gripping of surface foreign objects and defects on agricultural products, ensuring food safety.

3D ACI · 2026-08-22

Aluminum Die Casting Porosity: APDT Few-Shot Self-Training Reduces Undetected Defects

For automotive aluminum die-casting porosity detection, DaoAI 3D ACI equipment, leveraging APDT few-shot self-training, effectively addresses the low modeling efficiency and high false negative rates of traditional methods when facing complex defect types. It has reduced the undetected defect rate by over 75%, significantly improving product quality and production efficiency.

2D ACI · 2026-08-22

Gold Finger Scratches & Oxidation: 2D ACI for Quality Traceability & Data Loop

WeLinkirt's 2D ACI equipment, leveraging high-resolution 2D imaging and deep learning re-judgment, significantly enhances the detection accuracy of gold finger scratches and oxidation defects in electronics manufacturing. It establishes comprehensive quality traceability and data closed-loop, reducing false positive rates by up to 85% compared to traditional manual inspection, thereby optimizing production efficiency and product reliability.

SkyVision · 2026-08-20

SkyVision: Mining Hard Hat & Reflective Vest Compliance, On-Premises Deployment Mitigates Data Leakage

In mining operations' hard hat and reflective vest compliance monitoring, on-premises private deployment ensuring sample and inspection images never leave the site is a core demand. DaoAI SkyVision 0-code video surveillance AI platform, by training proprietary models on-site within hours, reduces the lagging detection of compliance risks from traditional manual patrols by 90%, while bringing data leakage risk down to zero for a major mining group, achieving efficient and secure smart safety. The platform ensures 100% localized processing and storage of critical security data through behavior/event recognition and edge box real-time alerting, significantly improving mining area security response speed and data sovereignty.

Robotics Vision · 2026-08-20

DaoAI 3D Vision: EV Battery Module Solder Joint Detection Rate & False Negative Reduction

DaoAI 3D Robot Vision, powered by self-developed 3D cameras and 6D pose estimation, has reduced the false negative rate for EV battery module solder joint

3D ACI · 2026-08-20

BGA Void Detection: 3D AOI Reduces False Positives, Easing Reinspection

DaoAI 3D ACI equipment, leveraging proprietary 3D cameras and 3D morphology reconstruction, significantly reduces BGA void detection false positives by

2D ACI · 2026-08-20

Packaging Printing: ACI Achieves High-Speed Full Inspection Synchronized with Production Rhythm

With WeLinkirt's DaoAI 2D ACI equipment, a leading consumer goods manufacturer successfully overcame the bottleneck of high-speed full inspection for

SkyVision · 2026-08-19

SkyVision: Screw Tightening Compliance, Enhanced Detection & Reduced Omissions

Addressing high omission rates in screw tightening operation compliance monitoring, DaoAI's SkyVision 0-code video surveillance AI platform (on-site hourly custom model training, behavior/event recognition, edge box real-time alerting, 100% on-premise data, DaoAI World model semantic understanding) leverages intelligent video analytics to boost screw tightening action compliance detection rates to over 99.5% and reduce omission rates to below 0.5%, significantly alleviating manual inspection burdens and mitigating potential quality risks.

AI Filmmaking · 2026-08-19

Virtual Production for Tourism Promos: Per-Minute Cost Reduced by 35%

Addressing the high production cost of virtual production for tourism and city promotional videos, WeLinkirt DaoAI / Wemio Content Engine significantly reduces per-minute finished content costs by integrating physics-based AI technology, enhancing economic efficiency and content production speed.

Robotics Vision · 2026-08-19

DaoAI 3D Vision: Fastener Tightening False Positive Reduction in Automotive

In automotive fastener tightening quality inspection, DaoAI 3D Robot Vision, with its high-precision 6D pose estimation and sub-millimeter hand-eye coordination, reduced false positive rates by 85%, significantly alleviating manual re-inspection burden and costs, ensuring product quality and production rhythm.

3D ACI · 2026-08-19

New Energy Battery Winding Alignment: DaoAI 3D AOI Zero-Code Quick Changeover for HMLV

In the quality inspection of anode/cathode alignment during new energy battery winding/stacking, DaoAI 3D ACI equipment significantly reduces production line downtime in high-mix, low-volume (HMLV) manufacturing through its zero-code quick changeover capability, cutting changeover programming time from hours to minutes, effectively enhancing production flexibility and efficiency.

2D ACI · 2026-08-19

Chemical Printed Film False Reject Reduction: 2D ACI APDT Few-Shot Self-Training

Leveraging APDT few-shot self-training, DaoAI 2D ACI equipment significantly reduced false reject rates for chemical printed film rolls, from 15% under traditional methods to <0.8%, while maintaining high detection accuracy.

ACI OS · 2026-08-19

ACI OS for Local Private Deployment in High-SKU Label Printing, Ensuring Data Security and Inspection Efficiency

In the high-SKU label printing industry, DaoAI ACI OS, through 100% local private deployment, effectively safeguards customer's core production data while significantly improving the accuracy and efficiency of label surface defect detection. Leveraging its visual foundation model for feature recognition, the system achieves 0-code automatic programming with a single good sample in 5 minutes, and utilizes APDT positive/few-shot learning to reduce false alarm rates by over 75%.

SkyVision · 2026-08-18

SkyVision: Quality Traceability & Data Loop for Early Smoke/Fire Detection

In emergency security, DaoAI SkyVision 0-code video surveillance AI platform establishes a quality traceability and data closed-loop system for early smoke and fire detection, reducing the false alarm rate from traditional solutions by over 90% (from 15%), significantly enhancing warning accuracy and response efficiency.

Robotics Vision · 2026-08-18

DaoAI 3D Vision: On-Premise Deployment Secures Automotive Assembly Integrity

Addressing the complex risks of misassembly and missing parts in automotive final assembly, DaoAI 3D Robot Vision system offers 100% on-premise deployment, ensuring sample and inspection images remain within the factory. It reduces assembly misassembly/missing part rates by over 85%, significantly enhancing production quality control and data security. The system leverages proprietary 3D cameras and 6D pose estimation algorithms for precise guidance in bin picking, gluing, assembly, and loading/unloading, establishing a 'brain-eye-body' closed loop with sub-millimeter hand-eye coordination.

3D ACI · 2026-08-18

Automotive Sealant Dispensing: DaoAI 3D AOI Reduces Missed Detections, Boosts Accuracy

In automotive component sealant dispensing, DaoAI 3D ACI equipment, utilizing proprietary 3D cameras and 3D morphology reconstruction, reduces the missed detection rate from a typical 1.5% to <0.4% compared to traditional solutions. This significantly improves the detection accuracy for critical defects, effectively preventing quality risks and recall costs due to poor sealing. The system excels at detecting micron-level morphological defects in 2D optical blind spots.

2D ACI · 2026-08-18

Food Packaging Sealing Multi-Variety Changeover: DaoAI 2D ACI Zero-Code Rapid Switching

Addressing the frequent changeover challenges in multi-variety, small-batch food packaging seal, label, and inkjet code inspection, DaoAI 2D ACI equipment, with its 'zero-code rapid changeover' as a core advantage, combines high-resolution 2D imaging and deep learning secondary judgment to significantly reduce production line downtime and enhance flexible manufacturing efficiency.

ACI OS · 2026-08-18

ACI OS Boosts Chemical Material Texture Defect Full Inspection & Line Throughput

ACI OS Boosts Chemical Material Texture Defect Full Inspection & Line Throughput: 37.5% Inspection Throughput Boost; <0.4% Missed Detection Rate.

SkyVision · 2026-08-17

SkyVision APDT Few-Shot Self-Training: Assembly Step Omission Detection

Leveraging APDT few-shot self-training, DaoAI SkyVision 0-code video surveillance AI platform significantly enhances assembly step omission detection accuracy, reducing manual re-inspection volume by 85%, enabling hour-level model deployment and localized data closed-loop.

Robotics Vision · 2026-08-17

DaoAI 3D Vision: Produce Maturity Sorting for Traceability & Data Loop

In produce maturity sorting, DaoAI 3D Robot Vision, with its proprietary 3D camera and 6D pose estimation, precisely and non-destructively assesses and sorts produce ripeness. This system establishes a full-chain quality traceability and data closed-loop from harvest to storage, reducing traditional manual sorting misjudgment rates by 75% and significantly boosting sorting efficiency and product consistency.

3D ACI · 2026-08-17

3D ACI for Electrode Coating Inspection: Reducing Labor Costs

Addressing the challenges of micron-level defect detection in new energy battery electrode coating, DaoAI 3D ACI equipment, leveraging its proprietary 3D camera and 3D morphology reconstruction, effectively replaces traditional manual inspection. This significantly reduces labor costs on the production line and enhances defect detection rates. Specifically for defects like uneven coating, micro-cracks, and pores, which are blind spots for 2D optics, the solution reduced false positive rates by 75% and cut manual re-inspection hours by 60%.

2D ACI · 2026-08-17

Consumer Product Logo Silk-Screen Defects: DaoAI 2D ACI Local Deployment for Data Security

DaoAI 2D ACI equipment, through local private deployment, ensures absolute data security and compliance for consumer product logo silk-screen defect detection, while reducing manual re-inspection rates by 75%, significantly improving quality inspection efficiency.

ACI OS · 2026-08-17

Capsule Defect Detection: ACI OS Enables 0-Code Rapid Changeover for High-Mix Low-Volume Production

Addressing the pain points of capsule appearance defect detection in high-mix low-volume pharmaceutical manufacturing, DaoAI ACI OS leverages visual foundation models for feature recognition and 0-code rapid changeover, reducing new product programming time from hours in traditional solutions to under 5 minutes, significantly enhancing production flexibility and efficiency.

SkyVision · 2026-08-16

SkyVision Reduces Manual Cost in Footfall Counting, Boosts Store Operations

In retail footfall counting and heatmap analysis, the challenge of replacing manual inspection and high labor costs is increasingly prominent. DaoAI SkyVision's no-code video surveillance AI platform automates footfall counting and behavior recognition, reducing traditional manual counting labor costs by 75% and significantly enhancing the real-time accuracy of store operation analysis, providing data support for smart retail decisions.

Robotics Vision · 2026-08-16

3D Robot Vision Ensures Automotive Gluing Cycle Time & 100% Inspection Capacity

In automotive component gluing processes, WeLinkirt DaoAI 3D Robot Vision system effectively ensures production line cycle time and 100% inspection capacity. Utilizing proprietary 3D cameras and 6D pose estimation, it achieves sub-millimeter level gluing path guidance and in-line inspection, reducing the false negative rate by 90% compared to traditional manual inspection or rule-based AOI solutions, while shortening the inspection cycle time to 300 ms/piece.

AI Filmmaking · 2026-08-16

AI-Powered Vertical Short Drama Industrial Production, Production Cycle Reduced by 60%

Addressing the bottlenecks of cross-shot consistency and production efficiency in industrial-scale vertical short drama production, DaoAI Wemio Physical AI Content Engine, by incorporating 3D and physical constraints, has reduced the production cycle by 60%, while significantly improving content quality and compliance. This enables brands and MCN agencies to mass-produce high-quality vertical short drama content at lower costs and higher efficiency.

3D ACI · 2026-08-16

3D ACI for BGA/QFN Quality Traceability and Data Loop Closure

Addressing hidden solder joint defects in BGA/QFN packages, DaoAI 3D ACI equipment, utilizing 3D morphology reconstruction, provides a comprehensive solution from defect detection to quality traceability and data loop closure, reducing traditional defect tracing time from hours to minutes.

2D ACI · 2026-08-16

SMT Solder Joint Inspection: DaoAI 2D ACI Reduces Missed Detections & Rework

Addressing the challenges of SMT solder joint defect detection in electronics manufacturing, WeLinkirt's DaoAI 2D ACI equipment, utilizing high-resolution 2D imaging and deep learning secondary judgment, significantly improves detection rates and effectively reduces missed detections from a typical 1.5% to below 0.4%, substantially cutting downstream rework costs.

ACI OS · 2026-08-16

ACI OS Reduces PCBA Component Polarity False Positives, Significantly Lowering Rework Burden

In electronics manufacturing, DaoAI ACI OS, leveraging visual foundation model's feature recognition and semantic false positive filtering, reduces PCBA component polarity reversal false positive rates by over 75%, significantly alleviating manual re-inspection burden and improving production line efficiency.

AI Filmmaking · 2026-08-15

AI Short Drama Director's Console 3D Camera & Shot Control, Enhanced Cross-Shot Consistency

WeLinkirt's Wemio Physical AI Content Engine addresses cross-shot character and scene consistency challenges in AI short drama production through director's console 3D camera and shot control, reducing production cycles from days to hours and significantly lowering rework rates.

SkyVision · 2026-08-15

SkyVision for Kitchen Quality: Cycle Time & 100% Inspection Capacity

In food processing kitchens' transparent monitoring scenarios, DaoAI SkyVision 0-code video surveillance AI platform significantly boosts 100% inspection capacity under production line cycle times through real-time behavior recognition and anomaly alerts, ensuring compliance and safety in food processing, reducing manual inspection's missed detection rate by 85%.

Robotics Vision · 2026-08-15

APDT Few-Shot Training: DaoAI 3D Vision for Agri-Food Foreign Object Removal & Grading

A large agri-food processing enterprise leveraged WeLinkirt's DaoAI 3D Robot Vision system, specifically its APDT few-shot self-training capability, to dramatically reduce foreign object escape rates in agricultural products from 2.5% to below 0.3%. This also enabled precise automated sorting for different grades of produce, significantly enhancing product quality and production line efficiency.

3D ACI · 2026-08-15

3D ACI Boosts Semiconductor Micro-Bump 100% Inspection Throughput

Addressing the stringent demands of semiconductor micro-bump defect detection on production line throughput and 100% full inspection capacity, DaoAI 3D ACI equipment, leveraging its proprietary 3D camera and 3D morphology reconstruction technology, achieves rapid and precise detection of sub-micron defects, boosting traditional inspection efficiency by over 40% and effectively ensuring quality control for high-throughput production lines.

2D ACI · 2026-08-15

Bakery Product Inspection: DaoAI 2D ACI Drives Quality Traceability & Data Closure

By integrating DaoAI 2D ACI equipment, a large bakery enterprise achieved quality traceability and data closed-loop management for bakery product appearance defect detection, reducing the false positive rate caused by traditional manual inspection by 75%. Concurrently, it accurately linked defect data with production batches, significantly improving quality control efficiency and compliance.

ACI OS · 2026-08-15

ACI OS Reduces Home Appliance Panel Missed Detections, Enhancing Appearance Inspection Efficiency

In home appliance panel appearance inspection, DaoAI ACI OS, leveraging visual foundation model feature recognition and APDT few-shot learning, reduces missed detection rates to below 0.3%, significantly improving inspection efficiency and product quality.

AI Filmmaking · 2026-08-14

AI Collaboration & Asset Management for Premium Drama Teams: Cross-Departmental Efficiency

Addressing the challenges of multi-person collaboration and asset version management for premium drama teams, DaoAI Wemio Content Engine offers an intelligent agent pipeline solution, ensuring smooth cross-departmental workflows and asset consistency, significantly boosting production efficiency and reducing communication overhead.

SkyVision · 2026-08-14

SkyVision: Two-Handed SOP Comparison, False Alarm Reduction & Re-inspection Relief

In industrial SOP video surveillance scenarios, DaoAI SkyVision 0-code AI video surveillance platform significantly reduces false alarms for two-handed operation standard comparisons and effectively alleviates manual re-inspection burdens by training proprietary models on-site within hours, achieving an 85% reduction in false alarm rate.

Robotics Vision · 2026-08-14

DaoAI 3D Robot Vision: Enhancing Weld Spot Detection & Reducing Missed Defects in New Energy Battery Modules

WeLinkirt's DaoAI 3D Robot Vision system, leveraging its proprietary 3D camera and 6D pose estimation technology, significantly boosts the detection rate and effectively reduces missed defects for weld spot inspection in new energy battery modules, ensuring product quality and safety. This system achieves sub-millimeter hand-eye coordination through a brain-eye-body closed-loop synergy.

3D ACI · 2026-08-14

New Energy Battery Tab Welding: DaoAI 3D AOI On-Premises Deployment for Data Security

In new energy battery manufacturing, DaoAI 3D ACI equipment, through on-premises private deployment, effectively ensures data security and privacy for tab welding quality control, while reducing the missed detection rate of 2D optical blind spot defects like burrs and cold welds to <0.3% and decreasing manual re-inspection volume by 65%.

2D ACI · 2026-08-14

Paper Surface Defect Detection: DaoAI 2D ACI Boosts Full-Inspection Throughput

Addressing the stringent challenge of 100% full-inspection throughput at high production speeds in paper manufacturing within the chemical/material industry, DaoAI 2D ACI equipment, utilizing high-resolution 2D imaging and deep learning secondary judgment, increases the online detection speed for paper surface defects to over 120 meters per minute, while achieving micron-level defect detection with semantic false positive filtering, ensuring efficient production and product quality.

ACI OS · 2026-08-14

ACI OS Replaces PCBA Manual Inspection, Reducing Labor Costs

On PCBA production lines, DaoAI ACI OS, leveraging visual foundation models and APDT few-shot learning, significantly replaces traditional manual inspection, reducing labor costs in inspection by over 55% while suppressing the false negative rate to <0.5%.

AI Filmmaking · 2026-08-13

IP Adaptation: Script Agent Pipeline Reduces Production Cycle by 55%

Leveraging an automated script agent pipeline, WeLinkirt DaoAI Wemio Content Engine has successfully cut the production cycle for IP-derived comic adaptations by 55%, effectively addressing challenges in scriptwriting, storyboard design, and character/scene consistency in traditional production, significantly boosting content mass production efficiency.

Robotics Vision · 2026-08-13

DaoAI 3D Vision: Zero-Code Retooling for Consumer Goods Assembly Defects

Addressing the efficiency bottleneck of missing/incorrect assembly in high-mix, low-volume consumer goods production, DaoAI 3D Robot Vision (proprietary 3D camera + 6D pose estimation, bin picking, guidance for gluing/assembly/loading/unloading, brain-eye-body closed loop, sub-millimeter hand-eye coordination) leverages its "zero-code rapid retooling" capability. This reduces product changeover time from hours to minutes, significantly enhancing production line flexibility and efficiency.

3D ACI · 2026-08-13

3D ACI Reduces False Positives in Die-Casting Porosity, Lightening Reinspection Burden

DaoAI 3D ACI equipment, leveraging proprietary 3D cameras and 3D morphology reconstruction, significantly reduces false positives in detecting porosity and inclusions in automotive aluminum die-castings, substantially lightening the burden of manual re-inspection. False positive rates decreased by over 75%.

2D ACI · 2026-08-13

PCBA Gold Finger Scratches & Oxidation: APDT Few-Shot Self-Training Boosts Inspection Efficiency

Leveraging APDT few-shot self-training, DaoAI's 2D ACI equipment significantly enhances inspection efficiency for planar defects like gold finger scratches and oxidation in the electronics PCBA industry. It reduces false positive rates by over 75% compared to traditional solutions, drastically cuts down new product changeover and model training times, requiring only 1-5 good samples for rapid deployment, effectively addressing the challenges of multi-variety, small-batch production.

ACI OS · 2026-08-13

ACI Local Private Deployment for Nut Sorting Data Security & Efficiency

Addressing the stringent demands for data security and production efficiency in the food industry, DaoAI's ACI OS (featuring visual foundation model-based feature recognition, 5-minute 0-code programming with one good sample, APDT positive/few-shot learning with 1–20 good samples, semantic false positive filtering, and SDK/API/Docker support for 100% local private deployment) reduced the false reject rate in nut sorting by 78% at a leading nut processing plant through local private deployment, ensuring production data remains on-premises and achieving dual improvements in quality and compliance.

AI Filmmaking · 2026-08-12

AI Virtual Production for Tourism Promos: Cross-Shot Consistency with Physical AI Constraints, Reducing Render Cycles by 40%

For the stringent demands of cross-shot consistency in virtual production for tourism/city promotional films, DaoAI Wemio Content Engine introduces physical AI 3D constraints, ensuring virtual scenes, characters, and lighting remain highly consistent across thousands of shots. This significantly reduces render cycles by 40%, greatly enhancing production efficiency and content quality.

Robotics Vision · 2026-08-12

DaoAI 3D Vision: Secure On-Premise Fastener Tightening in Automotive

Automotive fastener tightening is a critical process demanding stringent data security and local deployment. DaoAI 3D Robot Vision by WeLinkirt, with its 100% on-premise deployment capability, ensures core production data remains in-house. It has reduced missed tightening risks in guidance by 90%, significantly boosting production rhythm and quality compliance.

3D ACI · 2026-08-12

3D ACI Reduces BGA Solder Void Missed Detection, Improving PCBA Quality

Addressing the challenges of BGA solder void detection in the PCBA industry, DaoAI 3D ACI equipment, utilizing its proprietary 3D camera and 3D morphology reconstruction, has reduced the missed detection rate from a typical 1.2% in traditional X-ray solutions to <0.4%, significantly enhancing detection accuracy and reliability.

2D ACI · 2026-08-12

Packaging Printing: Zero-Code Rapid Changeover for High-Mix Low-Volume

Packaging Printing: Zero-Code Rapid Changeover for High-Mix Low-Volume — <5min Changeover Downtime; >99.4% Print Defect Detection Rate.

ACI OS · 2026-08-12

Glass Surface Defects: ACI OS Ensures Throughput and 100% Inspection

In the chemical and materials industry, high-speed glass production lines demand stringent 100% inspection capacity and throughput. DaoAI ACI OS (featuring visual foundation model for feature cognition, 5-minute 0-code programming with one good sample, APDT few-shot learning with 1–20 good samples, semantic false positive filtering, and SDK/API/Docker 100% on-premise deployment) integrates with AI smart cameras, boosting detection efficiency for microscopic defects like scratches and bubbles on glass surfaces by +45% and reducing false negatives to <0.3%, thus effectively safeguarding production line throughput and product quality.

2D ACI · 2026-08-11

Pharma Label OCR/Serial Code: On-Premise Deployment for Data Security

For online label OCR/serial code inspection in pharmaceutical manufacturing, DaoAI 2D ACI equipment (high-resolution 2D imaging + deep learning re-inspection) ensures absolute security of critical production data through 100% on-premise private deployment, while reducing traditional manual re-inspection false positive rates by over 85%.

AI Filmmaking · 2026-08-11

AI E-commerce Short Video Batch Generation: Per-Minute Production Cost Reduced by 35%

In the context of batch generating e-commerce advertising short videos, WeLinkirt's Wemio Content Engine significantly enhances production cost efficiency by integrating physical AI 3D constraints, reducing the per-minute production cost by approximately 35%. This enables brands and advertising agencies to produce high-quality marketing content at scale more efficiently and cost-effectively, effectively addressing the challenges of high unit costs and inefficient production cycles inherent in traditional production models.

Robotics Vision · 2026-08-11

DaoAI 3D Robot Vision: Automotive Assembly False Alarm Reduction

In automotive assembly lines, DaoAI 3D Robot Vision significantly reduces false alarms in detecting assembly errors, cutting manual re-inspection volume by over 75%. This system leverages proprietary 3D cameras and 6D pose estimation for sub-millimeter hand-eye coordination, precisely identifying subtle defects.

3D ACI · 2026-08-11

3D ACI Replaces Manual Inspection, Boosts Semiconductor Pin Coplanarity & Dicing Chipping Detection

In semiconductor manufacturing, manual inspection of pin coplanarity and dicing chipping is time-consuming and labor-intensive, leading to high labor costs. DaoAI 3D ACI equipment, with its proprietary 3D camera and 3D morphology reconstruction, accurately identifies defects in 2D optical blind spots, reducing inspection labor costs by 65% while significantly improving detection accuracy and efficiency.

ACI OS · 2026-08-11

Advanced Packaging Rare Defects: ACI OS for Quality Traceability & Data Loop

In advanced semiconductor packaging, DaoAI ACI OS (featuring visual foundation model cognitive capabilities, 5-minute 0-code programming with one good sample, APDT positive/few-shot learning from 1-20 good samples, semantic false positive filtering, and SDK/API/Docker 100% on-premise deployment) establishes a comprehensive quality traceability and data closed-loop system. This reduces rare defect escape rates from >3% with traditional methods to <0.5% and cuts defect analysis and root cause identification time by 70%, significantly boosting production quality and efficiency.

3D ACI · 2026-08-10

3D ACI: Zero-Code Rapid Changeover for New Energy Battery Winding Alignment

For quality control in new energy battery winding/stacking anode-cathode alignment, DaoAI 3D ACI equipment, utilizing proprietary 3D cameras and 3D morphology reconstruction, achieves zero-code rapid changeover and flexible inspection for multi-variety, small-batch production. This reduces traditional changeover times from hours to under 5 minutes, significantly boosting production line efficiency and product quality.

AI Filmmaking · 2026-08-10

AI Short Drama Cross-Scene Consistency: Physical AI 3D Constraints for Thousands of Shots Without Breakdown

For the demanding cross-scene consistency in industrialized mass production of vertical short dramas, DaoAI / WeLinkirt's Wemio Content Engine introduces physical AI 3D constraints, ensuring high coherence of characters, scenes, and lighting across thousands of shots. This significantly reduces post-production rework and accelerates content creation. Through the DaoAI World model, Wemio achieves precise locking of complex spatial and character states, shortening production cycles from weeks to days.

SkyVision · 2026-08-10

SkyVision Smoke & Fire Detection for Outdoor Emergency Security: Early Warning

In emergency security scenarios, improving the early detection rate of smoke and open flames while effectively reducing missed detections is crucial for safeguarding lives and property. DaoAI SkyVision's 0-code video surveillance AI platform, through on-site hourly training of proprietary models, combined with behavior/event recognition and edge box real-time alerting, achieves precise pre-warning of fire hazards in complex outdoor environments, reducing the missed detection rate of traditional solutions by over 80% and significantly enhancing security effectiveness.

Robotics Vision · 2026-08-10

DaoAI 3D Vision: Automotive Sealing Inspection, Traceability & Data Loop

Achieving 100% inline 3D inspection and establishing a comprehensive quality traceability and data closed-loop system in automotive component adhesive application is crucial for product reliability. DaoAI 3D Robot Vision by WeLinkirt (proprietary 3D camera + 6D pose estimation, bin picking, guiding for dispensing/assembly/loading, brain-eye-body closed-loop, sub-millimeter hand-eye coordination) reduces traditional manual sampling-induced missed detection risks to less than 0.01% through high-precision 3D morphology reconstruction and AI-driven defect recognition, while generating traceable adhesive quality reports for each product, enabling continuous process optimization.

2D ACI · 2026-08-10

Food Packaging Seal Integrity: ACI Replaces Manual Inspection, Significantly Reducing Labor Costs

Addressing the high labor costs associated with manual reinspection of food packaging seal integrity, DaoAI's 2D ACI equipment, utilizing high-resolution 2D imaging and deep learning for secondary judgment, achieved high-speed inline full inspection. This elevated the manual inspection replacement rate to 98%, significantly reducing overall labor costs for a major food manufacturer.

ACI OS · 2026-08-10

Chemical Texture Surface Unsupervised Anomaly Detection: Local ACI Ensures Data Security

Addressing the stringent data security and privacy demands of chemical material production lines, DaoAI ACI OS (featuring visual foundation model for feature recognition, 5-minute zero-code programming with one good sample, APDT positive/few-shot learning with 1–20 good samples, semantic false positive filtering, and SDK/API/Docker support for 100% on-premise private deployment) effectively resolves unsupervised anomaly detection challenges for textured surfaces with rare defects. It concurrently reduced manual re-inspection rates by 75%, significantly boosting production line efficiency and compliance.

2D ACI · 2026-08-09

Consumer Product Logo Silkscreen: 2D ACI Reduces Undetected Defects and False Positives

For consumer product body logo silkscreen inspection, DaoAI 2D ACI equipment, leveraging high-resolution 2D imaging and deep learning secondary judgment, significantly reduced the undetected defect rate to below 0.4% while decreasing false positive rates by 75%, substantially improving inspection efficiency and quality stability.

AI Filmmaking · 2026-08-09

AI Short Drama: Style Library & IP Character Cross-Episode Lock for Scalable Production

WeLinkirt DaoAI Wemio Content Engine fundamentally resolves cross-episode consistency challenges in AI short dramas/manhua dramas for character appearance, scene style, and costume accessories through its "Style Library & IP Character Cross-Episode Lock" technology, significantly boosting production efficiency and quality, compressing content production cycles from weeks to days.

SkyVision · 2026-08-09

SkyVision: Crowd Analytics & Heatmap, On-Premises Deployment for Data Security

In enterprise video surveillance scenarios, DaoAI SkyVision 0-code video surveillance AI platform (on-site hourly training of proprietary models, behavior/event recognition, edge box real-time alerting, 100% on-premises data localization, DaoAI World semantic understanding) effectively addresses the pain points of data security and privacy protection for crowd analytics and heatmaps through its 100% on-premises private deployment capability. This ensures sensitive commercial data remains in-house, while boosting data analysis and decision response speed by 35%, providing robust data security and intelligent analysis for offline physical operations.

Robotics Vision · 2026-08-09

DaoAI 3D Robotic Vision: APDT Few-Shot Self-Training for Food Foreign Object Removal & Quality Grading

Leveraging APDT few-shot self-training, DaoAI 3D Robotic Vision rapidly deploys models for food/agriculture foreign object removal and quality grading with minimal data, training new defect recognition models from 1-20 good samples in hours instead of weeks, significantly reducing downtime for line changeovers and new product introductions.

3D ACI · 2026-08-09

3D ACI Boosts Pin Array Coplanarity Inspection Throughput for 100% PCBA Full Inspection

To meet the 100% full inspection demands of high-throughput production lines, DaoAI 3D ACI equipment (featuring proprietary 3D cameras + 3D morphology reconstruction/point clouds, detecting hidden solder joints/coplanarity/micron-level morphology/voids, and other 2D optical blind spot defects with 2D-3D fusion) boosted the pin array/connector coplanarity inspection throughput for a leading PCBA manufacturer by 45%, effectively resolving traditional solutions' bottlenecks in efficiency and accuracy.

ACI OS · 2026-08-09

Consumer Assembly Defects: ACI OS Reduces Missed Detections and False Positives

In the precision assembly of consumer goods, DaoAI ACI OS (featuring visual foundation model for feature recognition, 5-minute 0-code programming with one good sample, APDT positive/few-shot learning with 1–20 good samples, semantic false positive filtering, and 100% local private deployment via SDK/API/Docker) significantly enhances the detection rate of missing/misplaced components and assembly errors through its superior few-shot learning and semantic false positive filtering, reducing missed detections to below 0.2%.

AI Filmmaking · 2026-08-08

Premium Drama Teams: Wemio 3D Camera & Storyboard Control, 40% Shorter Production Cycles

Premium drama teams leverage DaoAI Wemio Content Engine's 3D camera and storyboard control capabilities to precisely replicate complex camera language and significantly enhance team collaboration efficiency, reducing production cycles by 40%. Addressing high costs, lengthy cycles, and cross-shot consistency challenges in current film and television production, Wemio Physical AI Content Engine offers innovative solutions, particularly in multi-person collaboration and asset version management, ensuring fast, high-quality output for premium dramas.

Robotics Vision · 2026-08-08

DaoAI 3D Robot Vision: EV Battery Module Solder Joint Inspection, Detection Rate & Missed Defect Reduction

In EV battery module manufacturing, DaoAI 3D Robot Vision, with its high-precision 6D pose estimation and proprietary 3D camera, significantly improves solder joint defect detection rates while reducing missed defect rates to <0.4%, effectively alleviating manual re-inspection pressure.

ACI OS · 2026-08-08

ACI OS Replaces Manual Inspection, Reducing PCBA Polarity Reversal Misreports

The DaoAI ACI OS (featuring visual foundation model for feature recognition, 5-minute 0-code programming with one good sample

3D ACI · 2026-08-08

3D ACI Enables BGA/QFN Quality Traceability, Closing Solder Joint Defect Data Loop

With DaoAI 3D ACI equipment, a leading PCBA manufacturer successfully established a quality traceability and data closed-loop system for solder joint

2D ACI · 2026-08-08

Local Private Deployment: DaoAI 2D ACI Secures SMT Solder Joint Data and High-Precision Inspection

Addressing the stringent data security and privacy requirements of large electronics manufacturers, DaoAI 2D ACI equipment

AI Filmmaking · 2026-08-07

AI Manhua Adaptation: Script Agent Automation Pipeline Accelerates 2X

Addressing the scalable adaptation needs of IP-derived manhua series, the DaoAI Wemio content engine leverages its "script agent automation pipeline" to significantly compress the production cycle from script to final cut. This boosts overall output speed by approximately 2X while ensuring cross-shot consistency in characters, scenes, and costumes, effectively mitigating the high costs, long cycles, and quality control challenges inherent in traditional production models.

SkyVision · 2026-08-07

SkyVision: APDT for Kitchen Foreign Object & Behavior Recognition

Leveraging APDT few-shot self-training, DaoAI's SkyVision 0-code video surveillance AI platform accurately identifies foreign object behaviors in commercial kitchens, reducing manual inspection omission rates by 75% and significantly enhancing food safety compliance. This solution enables on-site model training within hours, ensures 100% localized data privacy, and provides real-time alerts via edge devices, effectively addressing dynamic kitchen environments.

Robotics Vision · 2026-08-07

Consumer Goods Multi-Variety Small Batch: DaoAI 3D Vision Enables 0-Code Quick Changeover for Missing/Incorrect Assembly Detection

Consumer goods production lines often face the challenge of multi-variety, small-batch production and rapid changeovers. WeLinkirt's DaoAI 3D Robot Vision (proprietary 3D camera + 6D pose estimation, bin picking, gluing/assembly/loading/unloading guidance, brain-eye-body closed-loop, sub-millimeter hand-eye coordination) leverages its 0-code quick changeover capability to reduce assembly missing/incorrect part detection changeover time from hours to under 5 minutes, significantly enhancing production flexibility and efficiency while lowering changeover costs.

3D ACI · 2026-08-07

Semiconductor Micro-Bump Defect Local Detection: DaoAI 3D ACI Ensures Data Security & High Accuracy

Addressing the stringent demands for local private deployment and data security in semiconductor micro-bump defect detection, WeLinkirt's DaoAI 3D ACI equipment (featuring self-developed 3D cameras + 3D morphology reconstruction/point cloud, detecting hidden solder joints/coplanarity/micron-level morphology/pores, and other 2D optical blind spot defects, with 2D-3D fusion) reduces micro-bump missing/bridging defect escapes to <0.4% through 100% local deployment and advanced 3D morphology reconstruction, ensuring sample and inspection images remain on-site and significantly enhancing chip packaging quality and information security compliance.

2D ACI · 2026-08-07

Bakery Surface Micro-Crack Detection: DaoAI 2D ACI with APDT for Few-Shot Self-Training

APDT few-shot self-training is a core advantage of WeLinkirt's DaoAI 2D ACI equipment for bakery surface micro-crack detection. It rapidly builds high-precision models with minimal good samples, reducing model deployment time from days to hours, while lowering the false negative rate to below 0.3%. This significantly enhances bakery product quality compliance and production efficiency. The equipment leverages high-resolution 2D imaging and deep learning secondary judgment to accurately identify surface, print, OCR, and assembly defects.

AI Filmmaking · 2026-08-06

DaoAI Wemio Engine Accelerates Virtual Production for Cultural Tourism Promos, Reducing Cycles by 50%

For the growing demand in cultural tourism/city promotional videos, rapid delivery and compressed production cycles are critical. The DaoAI Wemio Content Engine, leveraging its physical AI capabilities, significantly shortens traditional virtual production workflows, boosting overall output speed by approximately 2x. This enabled a local cultural tourism department to complete high-quality promotional videos in a fraction of the time, reducing production cycles from weeks to days.

SkyVision · 2026-08-06

SkyVision No-Code AI Platform: Two-Handed SOP Compliance, Replacing Manual Inspection, Reducing Labor Costs by 65%

In lean manufacturing, the compliance of industrial SOPs directly impacts product quality and production efficiency. DaoAI's SkyVision No-Code Video Surveillance AI Platform (on-site hourly model training, behavior/event recognition, edge box real-time alerting, 100% on-premise data, DaoAI World semantic understanding) effectively replaces traditional manual inspection by real-time comparison and anomaly detection of two-handed operation SOPs in critical processes. This reduced labor costs for manual inspection by 65% for a mid-sized manufacturing enterprise, while significantly improving operational compliance.

Robotics Vision · 2026-08-06

Fastener Tightening Cycle Time & 100% Inspection: DaoAI 3D Robot Vision

In automotive component production lines, achieving production cycle times with 100% full inspection capacity for fastener tightening is a critical challenge. WeLinkirt DaoAI 3D Robot Vision system, with its proprietary 3D camera and 6D pose estimation, successfully reduced manual re-inspection hours by 75%, ensuring precise fastener assembly and comprehensive quality coverage at high cycle speeds.

3D ACI · 2026-08-06

APDT Few-Shot Self-Training for Tab Welding, Reducing Burr & Cold Solder Missed Detections by 92%

Leveraging APDT few-shot self-training, DaoAI's 3D ACI equipment significantly enhanced the detection rate of micron-level defects like burrs and cold solders in new energy battery tab welding quality gates, successfully reducing missed detections by 92%. This addresses complex morphology inspection challenges intractable for traditional vision solutions. Its proprietary 3D camera and 3D reconstruction technology, combined with 2D-3D fusion algorithms, precisely identify various defects within 2D optical blind spots.

ACI OS · 2026-08-06

PCBA Connector Misplacement & Missing Parts: ACI OS Reduces Undetected Defects

In complex PCBA assembly, DaoAI ACI OS (featuring visual foundation model's characteristic recognition, 5-minute 0-code programming with one good sample, APDT positive/few-shot learning with 1-20 good samples, semantic false positive filtering, and SDK/API/Docker 100% on-premise deployment) leverages its robust feature recognition and few-shot learning to reduce the undetected defect rate for connector misplacement and missing parts from a traditional 1.8% to <0.4%, significantly improving outgoing quality.

2D ACI · 2026-08-05

PCBA Gold Finger Scratches & Oxidation: ACI for Quality Traceability & Data Loop

By integrating DaoAI's 2D ACI equipment, an electronics manufacturer achieved precise detection of PCBA gold finger scratches and oxidation, establishing a robust quality traceability data loop. This reduced manual re-inspection rates from 25% to below 3%, significantly improving production line efficiency and product quality.

AI Filmmaking · 2026-08-05

Microfilm Production Cost Efficiency: Wemio Physical AI Engine Reduces Per-Minute Cost

Microfilm and web movie production teams, leveraging WeLinkirt DaoAI's Wemio Physical AI Content Engine, have significantly improved production cost efficiency, reducing per-minute production costs by 35%. This ensures multi-character, multi-scene continuity, effectively addressing the core pain points of difficult consistency maintenance and high costs in traditional production.

Robotics Vision · 2026-08-05

3D Robot Vision Replaces Manual Inspection, Reducing Agricultural Sorting Labor Costs

DaoAI 3D Robot Vision from WeLinkirt (featuring proprietary 3D cameras + 6D pose estimation, bin picking, guidance for dispensing/assembly/loading/unloading, brain-eye-body closed-loop control, and sub-millimeter hand-eye coordination) precisely identifies agricultural product ripeness and defects, reducing manual inspection labor costs by 70% while improving sorting efficiency and consistency.

3D ACI · 2026-08-05

3D ACI: Reducing BGA Void False Positives, Easing PCBA Rework Burden

DaoAI's 3D ACI equipment, leveraging its proprietary 3D camera and 3D morphology reconstruction, significantly reduces BGA void false positive rates by over 75% in PCBA manufacturing. This drastically reduces the burden of manual re-inspection and improves overall production efficiency, addressing blind spots of traditional 2D AOI in detecting hidden solder joints, coplanarity, and micron-level morphology defects.

ACI OS · 2026-08-05

Glass Surface Foreign Particle 100% Inspection Acceleration: ACI OS Ensures Production Beat

To ensure 100% full inspection capacity on high-beat glass production lines, DaoAI ACI OS, leveraging visual foundation models' feature recognition and APDT few-shot learning, achieves precise and efficient detection of foreign particles on glass surfaces, optimizing single-piece inspection time to under 150 milliseconds, thereby effectively supporting the client's high-speed operations.

ACI OS · 2026-08-04

Advanced Packaging Rare Defect Traceability & Data Loop: ACI

In advanced semiconductor packaging, DaoAI ACI OS, leveraging vision foundation models and few-shot learning, enables precise rare defect identification and a closed-loop quality traceability data system, reducing manual re-inspection rates by 75% and significantly boosting production line quality management efficiency.

AI Filmmaking · 2026-08-04

AI Short Drama Director's Console 3D Camera Control: Wemio Ensures Cross-Shot Consistency

Leveraging 3D camera control and storyboard management from the director's console, DaoAI Wemio Content Engine has changed AI short drama and comic drama production by solving the challenge of cross-shot character and scene consistency. It has reduced production cycles from weeks to hours, employing a high-precision physical AI world model to ensure thousands of consecutive shots remain coherent.

SkyVision · 2026-08-04

SkyVision Smoke & Fire Detection: Production Cycle & 100% Full Inspection

In high-speed production line environments, DaoAI's SkyVision 0-code video surveillance AI platform enables synergy between production cycle and 100% full inspection capacity, reducing early smoke and fire detection response time by 75% and effectively preventing potential major accidents. With its ability to train custom models on-site within hours, SkyVision provides a localized, high-efficiency solution for emergency security.

Robotics Vision · 2026-08-04

Food Foreign Object Removal & Grading: DaoAI 3D Vision Reduces False Positives, Easing Re-inspection

In food/agriculture production lines for foreign object removal and quality grading, reducing false positives and re-inspection burden is crucial for efficiency. WeLinkirt's DaoAI 3D Robot Vision, with its proprietary 3D camera and 6D pose estimation, precisely identifies subtle defects, significantly reducing false positive rates from traditional vision solutions (which can be as high as 15%) and decreasing manual re-inspection workload by 60%.

3D ACI · 2026-08-04

3D ACI Boosts Automotive Gasket Detection, Reduces Missed Defects to Microns

In automotive component adhesive/sealant application, DaoAI 3D ACI, leveraging proprietary 3D cameras and 3D morphology reconstruction, achieves a defect detection rate exceeding 99.8%, significantly reducing missed defects to micron levels. It effectively identifies 2D optical blind spot flaws such as pores, discontinuities, and overflow.

2D ACI · 2026-08-04

Food Packaging Seal Integrity: 2D ACI Replaces Manual Inspection, Optimizing Labor Costs

For food packaging seal integrity inspection, DaoAI's 2D ACI equipment, utilizing high-resolution 2D imaging and deep learning re-evaluation, achieves high-speed online full inspection of minute air leaks, seal wrinkles, and other surface defects. This significantly reduces reliance on manual inspection, effectively optimizing labor costs, and cutting traditional manual re-inspection rates by over 85%.

2D ACI · 2026-08-03

Printed Film Roll Defects: 2D ACI for Zero-Code Rapid Changeover & Multi-Variety Batch Inspection

WeLinkirt's 2D ACI equipment, leveraging high-resolution 2D imaging and deep learning secondary judgment, achieves zero-code rapid changeover and multi-variety small-batch full inspection for printed film/label rolls in the chemical/materials industry. This reduces traditional manual re-inspection changeover downtime from hours to under 5 minutes, significantly boosting production efficiency and product quality.

AI Filmmaking · 2026-08-03

Wemio Physical AI Engine Ensures Cross-Shot Consistency for Premium Drama Teams in Multi-Collaborative Asset Management

A key challenge for premium drama teams is maintaining physical consistency of characters, scenes, and lighting across shots within multi-person collaboration and asset version management. WeLinkirt's Wemio Physical AI Engine addresses this by integrating 3D and physical constraints into video generation, reducing production cycles from weeks to days, and effectively preventing common 'face-swapping' and scene drift issues seen in traditional AI generation, significantly boosting production efficiency and content quality.

SkyVision · 2026-08-03

SkyVision: Assembly Step Omission Detection, Enhanced Detection Rate & Reduced Missed Detections

In complex industrial assembly processes, DaoAI SkyVision 0-code video surveillance AI platform significantly enhances the detection rate of assembly step omissions and successfully reduces the missed detection rate to below 0.8% by training proprietary models on-site within hours.

Robotics Vision · 2026-08-03

New Energy Battery Module Solder Joint Quality Traceability & Data Loop: DaoAI 3D Robot Vision

DaoAI 3D Robot Vision, with its advanced 6D pose estimation and sub-millimeter hand-eye coordination, achieves precise quality traceability and production data closed-loop for each solder joint in new energy battery module inspection, reducing the missed detection rate from manual re-inspection to <0.5%. This solution effectively addresses the challenges of discriminating complex solder joint geometries with traditional methods and provides robust data support for full lifecycle quality management, significantly enhancing the automation and intelligence of production lines.

3D ACI · 2026-08-03

New Energy Battery Electrode Coating Inspection: 3D ACI Replaces Manual Labor, Reducing Labor Costs by 35%

In new energy battery electrode coating, DaoAI's 3D ACI equipment, utilizing its proprietary 3D camera and 3D morphology reconstruction, accurately detects 2D optical blind spot defects. This effectively replaces traditional manual inspection, reducing labor costs by 35%. This 2D-3D fusion inspection solution not only enhances detection accuracy but also addresses the persistent industry challenges of recruitment difficulties and high labor costs, optimizing both production efficiency and quality control.

ACI OS · 2026-08-03

Pharma Capsule Multi-Defect Self-Training: Local Private Deployment & Data Security with ACI

WeLinkirt's DaoAI ACI OS ensures pharmaceutical data security through 100% local private deployment, while enabling self-training and efficient detection of multiple capsule defects. Leveraging visual foundation models, it programs new defect models with only 1-20 good samples in 5 minutes, reducing manual re-inspection workload by approximately 75%.

AI Filmmaking · 2026-08-02

IP Vertical Short Drama Industrial Production: DaoAI Wemio Achieves Cross-Episode Consistency

Facing the severe challenges of industrializing IP-derived vertical short dramas, DaoAI Wemio Physical AI Content Engine, by incorporating 3D and physical constraints, reduced per-minute production costs to ¥694/min, ensuring high cross-episode consistency in characters, scenes, and lighting, thereby significantly enhancing content production efficiency and quality.

SkyVision · 2026-08-02

SkyVision: On-Premises Perimeter Security, Data Stays Local, False Alarms Down 82%

DaoAI SkyVision 0-code video surveillance AI platform, with its on-premises private deployment and hour-level on-site model training, ensures 100% data localization for perimeter intrusion/climbing detection, reducing false alarms by 82% and significantly enhancing emergency security response efficiency and data security.

AI Filmmaking · 2026-08-02

E-commerce Ad Short Videos: Script AI Agent Pipeline for Batch Generation and Style Consistency

Leveraging an automated script AI agent pipeline, DaoAI / WeLinkirt's Wemio content engine effectively addresses core pain points in batch production of

ACI OS · 2026-08-02

Home Appliance Panel Scratch Detection: ACI Reduces False Positives & Re-inspection Burden

For large home appliance panel appearance inspection, DaoAI ACI OS significantly reduces false positive rates for scratches by 85% through

Robotics Vision · 2026-08-02

On-Premise Deployment for Produce Sorting: DaoAI 3D Vision Ensures Data Security & Efficiency

For robotic sorting of agricultural produce ripeness, DaoAI 3D Robot Vision (proprietary 3D camera + 6D pose estimation) from WeLinkirt, deployed on-premise

3D ACI · 2026-08-02

EV Battery Tab Welding Quality Traceability & Data Loop

Comprehensive quality traceability and data closed-loop for EV battery tab welding are crucial for enhancing product reliability and optimizing manufacturing

2D ACI · 2026-08-02

Paper Production Line High-Speed Full Inspection: DaoAI 2D AOI Ensures Zero Paper Defect Omission

Achieving 100% full inspection on high-speed paper production lines without compromising throughput is a critical challenge

AI Filmmaking · 2026-08-01

WeLinkirt Wemio Engine Drives Industrialized Vertical Drama Production, Halving Per-Minute Cost to ¥694

Industrialized vertical drama production faces challenges in cross-episode character consistency, scene continuity, production cycle, and cost control

Robotics Vision · 2026-08-01

APDT Few-Shot Auto-Training for 100% In-Line 3D Adhesive Inspection

Addressing the challenges of automotive adhesive sealing quality control, DaoAI 3D Robot Vision, enabled by APDT few-shot auto-training

3D ACI · 2026-08-01

3D ACI for Aluminum Die Casting Porosity 100% Inspection: No Cycle-Time Penalty

3D ACI for Aluminum Die Casting Porosity 100% Inspection: Smooth Production Pace & Capacity — 99.7% Porosity Detection Rate; <0.3% Missed Detection Rate.

2D ACI · 2026-08-01

PCBA Gold Finger Scratch & Oxidation Detection: On-Premise Deployment for Data Security

In electronics manufacturing, data security is paramount. DaoAI's 2D ACI equipment, through on-premise private deployment

ACI OS · 2026-08-01

ACI OS: Nut Sorting False Positive Reduction & Re-inspection Relief

In the nut processing industry, a leading manufacturer significantly reduced false positive rates in color sorting and substantially eased manual

AI Filmmaking · 2026-07-31

AI Brand Promo: Wemio Style Library & IP Across-Series Lock

Achieving style library and across-series IP character locking in brand promotional films, DaoAI / WeLinkirt Wemio Content Engine

SkyVision · 2026-07-31

APDT Few-Shot Training: SkyVision Checks Hard-Hat Compliance on Site

Leveraging APDT few-shot self-training, DaoAI's SkyVision 0-code video surveillance AI platform significantly enhances hard hat compliance detection on

Robotics Vision · 2026-07-31

Zero-Code Rapid Changeover for High-Mix Low-Volume Bin Picking in Auto Parts

Addressing the challenges of high-mix, low-volume production in automotive component manufacturing

3D ACI · 2026-07-31

3D ACI On-Premises Deployment: Secure BGA Void Detection & Efficiency Boost

To tackle the dual challenges of data security and production efficiency in BGA void detection, an electronics manufacturer deployed WeLinkirt's 3D ACI

2D ACI · 2026-07-31

APDT Few-Shot Self-Training: High-Efficiency Detection of Micro Misalignment in Packaging Prints

APDT few-shot self-training technology enables DaoAI 2D ACI equipment, significantly boosting the detection efficiency and accuracy for micro

ACI OS · 2026-07-31

Glass Surface Micro-crack Inspection: 70% Labor Cost Reduction

Glass Surface Micro-crack Inspection: 70% Labor Cost Reduction — 99.4% Micro-crack Detection Rate; 5min Product Changeover Time.

AI Filmmaking · 2026-07-30

AI Short Drama Director's Console 3D Camera: Wemio Ensures Cross-Shot Consistency

Leveraging Wemio's Director's Console with 3D camera control and storyboard management, a comic drama studio reduced its production cycle by 45% while

AI Filmmaking · 2026-07-30

AI Video Production for Premium Drama: Wemio's Cross-Scene Consistency & Collaboration

In the premium drama production sector, high-quality, efficient video content generation is a core competitive advantage

SkyVision · 2026-07-30

SkyVision Cuts Parking-Lot Vehicle Recognition False Alarms by 75%

SkyVision Enables Parking Lot Vehicle Recognition, Reducing False Alarms by 75%: 99.4%+ Vehicle Recognition Accuracy; 83.3% False Alarm Rate Reduction.

Robotics Vision · 2026-07-30

DaoAI 3D Robot Vision: Misalignment Detection in NEV Battery Module Welds

WeLinkirt DaoAI 3D Robot Vision (proprietary 3D camera + 6D pose estimation, bin picking, dispensing/assembly/loading/unloading guidance

3D ACI · 2026-07-30

3D ACI for New Energy Battery Electrode Alignment Inspection

DaoAI 3D ACI equipment, utilizing proprietary 3D cameras and 3D morphology reconstruction, precisely detects anode/cathode alignment defects in new energy

2D ACI · 2026-07-30

DaoAI 2D ACI Reduces Color Misalignment False Positives in Printed Film Rolls

DaoAI 2D ACI Reduces Color Misalignment False Positives in Printed Film Rolls: <1.5% False Positive Rate Reduction; <0.4% Missed Detection Rate.

ACI OS · 2026-07-30

ACI OS for High-SKU Label Printing, Significantly Reducing Color Deviation Undetected Rates

DaoAI ACI OS (visual foundation model for feature recognition, 5-minute zero-code programming with one good sample

ACI OS · 2026-07-29

ACI OS: Chemical Film Texture Anomaly Detection

DaoAI ACI OS (featuring visual foundation model for feature cognition, 5-minute 0-code programming with one good sample

AI Filmmaking · 2026-07-29

AI Virtual Production for City Promotion: Wemio Content Engine Reduces Costs by 38% for a Tourism Group

In the realm of tourism and city promotion, high-quality video content is crucial for attracting visitors and building brand image

SkyVision · 2026-07-29

SkyVision Solves Complex Assembly Error-Proofing: Missing Bolt Detection

SkyVision Solves Complex Assembly Error-Proofing: Missing Bolt Detection — <0.2% Missing Bolt Rate; 63% Manual Re-inspection Volume Reduction.

Robotics Vision · 2026-07-29

DaoAI 3D Robot Vision for Automotive Fastener Tightening Defect Detection

WeLinkirt DaoAI 3D Robot Vision (proprietary 3D camera + 6D pose estimation, bin picking, glue dispensing/assembly/loading/unloading guidance

3D ACI · 2026-07-29

3D ACI for Electrode Coating Porosity, -63% Missed Detections

WeLinkirt's 3D ACI equipment, leveraging proprietary 3D cameras and 3D morphology reconstruction

2D ACI · 2026-07-29

Consumer Product Logo Silkscreen Defect Detection: 2D ACI Tackles Intelligent Agent Governance

A leading consumer product manufacturer reduced fuselage logo silkscreen defect false positive rate from 12.5% to 2.8% and missed detection rate below 0.5%, achieved by DaoAI's 2D ACI equipment (high-resolution 2D imaging + deep learning secondary judgment, targeting surface/print/OCR/assembly defects, high-speed online full inspection, micron-level accuracy, semantic false positive filtering) through few-shot learning and semantic reasoning capabilities.

ACI OS · 2026-07-29

Capsule Multi-Defect Self-Training: ACI OS for Pharma QC

Capsule Multi-Defect Self-Training: ACI OS for Pharma QC — <0.3% Capsule Defect False Negative Rate; 65% False Positive Rate Reduction.

AI Filmmaking · 2026-07-28

AI Batch Generation for E-commerce Short Videos: Explainer Dramas & Brand Stories

AI Batch Generation for E-commerce Short Videos: Explainer Dramas & Brand Stories — 35% Per-Minute Production Cost Reduction.

SkyVision · 2026-07-28

SkyVision: Retail Footfall Heatmap AI Analysis, Reducing Operational Lag by 63%

SkyVision: Retail Footfall Heatmap AI Analysis, Reducing Operational Lag by 63% — 63% Operational Decision Lag Reduction; <0.6% Manual Counting Error Rate.

Robotics Vision · 2026-07-28

DaoAI 3D Robot Vision: Automotive Assembly Error Proofing, Reducing Misassembly Rate

DaoAI 3D Robot Vision: Automotive Assembly Error Proofing, Reducing Misassembly Rate — 0.05% Bolt Misplacement/Missing Rate.

AI Filmmaking · 2026-07-27

Micro-Film Multi-Character Cross-Shot Consistency: Wemio Physical AI Engine Breaks Production Bottlenecks

WeLinkirt Wemio Physical AI Content Engine addresses the challenge of multi-character, multi-scene cross-shot consistency in micro-films by incorporating 3D

SkyVision · 2026-07-27

SkyVision: AI Detection of Nighttime Perimeter Intrusion, Reducing Manual Re-verification by 68%

This large logistics park faced multiple challenges in nighttime perimeter security. Firstly, existing traditional equipment like infrared beams and

Robotics Vision · 2026-07-27

DaoAI 3D Robot Vision for Micro-Defect Detection and Sorting in Agriculture

DaoAI 3D Robot Vision for Micro-Defect Detection and Sorting in Agriculture: <0.4% Micro-defect False Negative Rate; 63% False Positive Rate Reduction.

3D ACI · 2026-07-27

3D ACI for BGA Solder Joint Micrometer Morphology & Void Detection

DaoAI 3D ACI equipment (proprietary 3D camera + 3D morphology reconstruction/point cloud, detecting hidden solder joints/coplanarity/micrometer

ACI OS · 2026-07-27

ACI OS for PCBA Polarity Reversal, False Positive Rate Reduced by 63%

ACI OS for PCBA Polarity Reversal, False Positive Rate Reduced by 63%: 15min New Product Changeover Time.

AI Filmmaking · 2026-07-26

AI Microfilm Production: Multi-Character Multi-Scene Consistency with Wemio

WeLinkirt Wemio Physical AI Content Engine, by incorporating 3D and physical constraints, comprehensively resolves core issues like character 'face-swapping'

ACI OS · 2026-07-26

ACI OS for PCBA Component Polarity Reversal & False Alarm Filtering

ACI OS for PCBA Component Polarity Reversal & False Alarm Filtering: <0.1% Missed Detection Rate; 65% False Alarm Rate Reduction.

3D ACI · 2026-07-26

3D ACI: Hidden Solder Joint, BGA/QFN Micro-Pore & Morphology

DaoAI 3D ACI equipment (proprietary 3D camera + 3D morphology reconstruction/point cloud, detecting hidden solder joints/coplanarity/micron-level

SkyVision · 2026-07-25

SkyVision 0-Code AI Platform for Proactive Missing Screw Detection in Assembly

WeLinkirt's SkyVision 0-Code AI Video Surveillance Platform enables a leading automotive component manufacturer to achieve real-time detection and proactive

AI Filmmaking · 2026-07-25

AI Solution for Multi-person Collaboration and Asset Version Management in High-quality TV Dramas

This article focuses on the challenges of multi-person collaboration and asset version management in high-quality TV drama teams

AI Filmmaking · 2026-07-24

AI Pipeline Efficiently Solves the Problem of Cross-shot Consistency in Brand Promotional Videos

In the digital age, the demand for brand promotional video production has increased significantly, with higher requirements for quality and efficiency

SkyVision · 2026-07-24

SkyVision Enables Video Surveillance for Kitchen's Transparent Kitchen

This article introduces the application of WeLinkirt's SkyVision zero-code video surveillance AI platform in the video supervision of the transparent kitchen

Robotics Vision · 2026-07-24

DaoAI 3D Robot Vision Enables Online Detection and Correction of Automobile Gluing

DaoAI 3D robot vision from WeLinkirt provides an efficient and accurate detection and correction solution for the gluing/sealing process in the

3D ACI · 2026-07-24

3D ACI Equipment for Precise Detection of Semiconductor Micro-bump Defects

In semiconductor chip production, WeLinkirt's 3D ACI equipment provides an efficient and accurate solution for micro-bump defect detection with advanced

2D ACI · 2026-07-24

2D ACI Equipment Enables High-speed Full Inspection of Bakery Product Appearance Defects

WeLinkirt's 2D ACI equipment is used for bakery product appearance inspection, solving the pain points of traditional inspection and achieving

ACI OS · 2026-07-24

ACI OS Improves the Effectiveness of Home Appliance Panel Appearance Inspection

In the consumer goods industry, the appearance inspection of home appliance panels is crucial. The ACI OS of WeLinkirt brings new

news · 2026-07-23

AI's Next Stop — the Engine of Physical AI: the DaoAI World Model

WAIC 2026 turns its spotlight on physical AI. As AI moves from the digital world into the physical one

AI Filmmaking · 2026-07-23

Micro Link DaoAI Solves Consistency Issues in Comic Drama Across Shots

A comic drama production team encountered challenges in maintaining consistency across shots during creation

SkyVision · 2026-07-23

SkyVision Platform Enables Efficient Comparison of Two-Handed Operation Specifications

DaoAI's SkyVision zero-code video surveillance AI platform is applied to the comparison of two-handed operation specifications in industrial SOP

Robotics Vision · 2026-07-23

DaoAI 3D Robot Vision Enables Efficient Grasping of Automotive Parts in Unordered Bins

With the development of embodied intelligence, the 6D pose problem of grasping automotive parts in unordered bins in the automotive parts production industry

3D ACI · 2026-07-23

3D ACI Equipment Detects Welding Defects of New Energy Battery Tabs

This article introduces the application of WeLinkirt's 3D ACI equipment in the quality inspection of new energy battery tab welding

2D ACI · 2026-07-23

2D ACI Equipment Achieves Remarkable Results in Paper Defect Detection

In the chemical/materials industry, paper quality inspection is of great importance. WeLinkirt's 2D ACI equipment provides an efficient solution for paper

AI Filmmaking · 2026-07-22

Efficient Multi-person Collaboration and Asset Version Management for High-quality Dramas with Wemio Engine

This article presents a case study of a high-quality drama team using the WeLinkirt Wemio Content Engine in AI film and video content production

Robotics Vision · 2026-07-22

DaoAI 3D Robot Vision: Achieving Food Foreign Object Removal and Precise Quality Grading

In the food/agriculture industry, foreign object removal and quality grading are of great importance

3D ACI · 2026-07-22

3D ACI Equipment Enables Precise Detection of Porosity and Inclusions in Aluminum Die-Castings

Against the backdrop of intelligent manufacturing, WeLinkirt's 3D ACI equipment excels in the inspection of aluminum die-castings in the automotive/parts

2D ACI · 2026-07-22

2D ACI Equipment Achieves Remarkable Results in Detecting Gold Finger Scratches and Oxidation

In the production process of the electronics/PCBA industry, the detection of gold fingers has always been a key link to ensure product quality

ACI OS · 2026-07-22

ACI OS Enables Efficient Quality Inspection in Nut/French Fry Color Sorting

This article introduces the application of WeLinkirt's ACI OS in the nut/french fry color sorting process in the food industry

AI Filmmaking · 2026-07-21

Mass Production of IP-Derived Comic Dramas: Solving Cross-Shot Consistency Issues

This article introduces the dilemmas of a high-quality comic drama team in the mass production of IP-derived comic dramas

SkyVision · 2026-07-21

SkyVision Platform Achieves Precise Detection of Safety Helmet and Reflective Vest Compliance

In the field of emergency security, WeLinkirt's SkyVision zero-code video surveillance AI platform helps solve the problems of safety helmet and reflective

Robotics Vision · 2026-07-21

DaoAI 3D Robot Vision for Weld Spot Inspection of New Energy Battery Modules

In the production of new energy batteries, the inspection of module weld spots is crucial. With advanced technology

3D ACI · 2026-07-21

3D ACI Equipment Achieves Remarkable Results in BGA Void Detection

In the wave of intelligent manufacturing, the electronics/PCBA industry has continuously increasing requirements for detection accuracy and efficiency

ACI OS · 2026-07-21

ACI OS Solves the Problem of Glass Surface Defect Detection with Few Samples

In the chemical materials industry, detecting defects on glass surfaces is of great significance

news · 2026-07-20

Xinhua 'AI in Focus': DaoAI Opens Smart Manufacturing's Next Stop with Physical AI

Xinhua's 'AI in Focus' spotlights DaoAI: 2026 is seen as the starting point for physical AI at scale — not hype

AI Filmmaking · 2026-07-20

AI Virtual Production Solves Cross-shot Problems in Cultural and Tourism Promotional Videos

This article introduces the challenges faced by a team in producing cultural and tourism promotional videos and how WeLinkirt's AI technology solves the

3D ACI · 2026-07-20

3D ACI Equipment for Detecting Defects in Semiconductor Chip Pins and Dicing

WeLinkirt's 3D ACI equipment provides an effective solution for detecting pin coplanarity and dicing chipping in semiconductor chip production

2D ACI · 2026-07-20

2D ACI Equipment Enables High-speed Full Inspection of Pharmaceutical Labels OCR

WeLinkirt's 2D ACI equipment is applied to the online label OCR/serial number inspection in the pharmaceutical industry

ACI OS · 2026-07-20

ACI OS Solves Rare Defect Detection in Semiconductor Advanced Packaging

In the semiconductor advanced packaging process, rare defect detection with few samples has always been a challenge

AI Filmmaking · 2026-07-19

Bulk Generation of E-commerce Advertising Short Videos: Efficiently Solve Cost and Consistency Problems

This article presents a case of a brand's bulk generation of e - commerce advertising short videos

SkyVision · 2026-07-19

SkyVision Platform Enables Efficient License Plate/Car Model Recognition

This article introduces the application of WeLinkirt's SkyVision zero-coding video surveillance AI platform in license plate/car model recognition scenarios

Robotics Vision · 2026-07-19

DaoAI 3D Robot Vision Checks Automotive Fastener Tightening

This article introduces the application of DaoAI 3D robot vision in the automotive fastener tightening process, covering user scenarios, pain points

3D ACI · 2026-07-19

3D ACI Equipment Detects Anode-Cathode Alignment Defects in New Energy Batteries

WeLinkirt's 3D ACI equipment, with self-developed 3D cameras and related technologies, effectively solves the detection problems of anode-cathode

AI Filmmaking · 2026-07-18

AI Innovation Solution for Coherent Multi-Character and Multi-Scene Microfilm Production

In the field of film and television production, the coherent production of multi-character and multi-scene microfilms is a difficult problem

SkyVision · 2026-07-18

SkyVision Platform: Achieving Early and Precise Identification of Smoke and Open Fire

In the field of smart security, the SkyVision platform of WeLinkirt provides an efficient solution for the early identification of smoke and open fire

Robotics Vision · 2026-07-18

DaoAI 3D Robot Vision Solves Incorrect and Missing Assembly in Final Assembly

This article introduces the application of WeLinkirt's DaoAI 3D robot vision in the detection of incorrect and missing assembly in automotive final assembly

news · 2026-07-17

DaoAI Closes Series B, Powering Chinese Manufacturing with a Homegrown World Model

As reported by Xinhua News, DaoAI has closed its Series B round led by the Chongqing Industrial Parent Fund

AI Filmmaking · 2026-07-17

Vertical Short Drama: Industrial Mass Production with Cost Reduction and Speed Increase

In the booming vertical short drama market, achieving industrial mass production while reducing costs and increasing speed has become a key concern for

SkyVision · 2026-07-17

SkyVision Platform: Achieving Precise Detection of Missing Assembly Steps

In industrial production, the accuracy of assembly processes is crucial for product quality. The SkyVision platform of WeLinkirt provides an efficient and

Robotics Vision · 2026-07-17

DaoAI 3D Robot Vision Enables Maturity Sorting of Agricultural Products

In the food and agriculture industries, accurate sorting of agricultural product maturity is crucial

3D ACI · 2026-07-17

3D ACI Equipment Enables Online Full Inspection of Electrode Coating

With the rapid development of the new-energy battery industry, the inspection of electrode coating quality has become a crucial step

2D ACI · 2026-07-17

2D ACI Equipment Assists in Defect Detection of Body Logo Silk-Screen Printing

In the 'computational era' of machine tools, WeLinkirt's 2D ACI equipment provides an efficient solution for body logo/silk-screen printing inspection in

ACI OS · 2026-07-17

ACI OS Enables Self-Training Inspection for Multiple Capsule Defects

With China Mobile's investment in industrial AI infrastructure, the development of industrial visual inspection in intelligent manufacturing has entered a

AI Filmmaking · 2026-07-16

AI Production of Brand Promos: Solving Cross-shot Coherence & Cost Issues

In today's highly competitive market environment, brand promos are crucial for enterprises to establish their images and promote products

SkyVision · 2026-07-16

Tianyan Platform: Achieving Precise Passenger Flow Statistics and Heat Map Analysis

In the field of intelligent security video surveillance, with the expansion of AI technology applications in chip design

Robotics Vision · 2026-07-16

DaoAI 3D Robot Vision for Automotive Gluing Inspection and Path Correction

With the open-sourcing of the world's first embodied-specific MoE video model, it provides new impetus for the development of robot vision and 3D grasping

3D ACI · 2026-07-16

3D ACI Equipment Achieves Remarkable Results in Detecting Pin Coplanarity

In the electronics/PCBA industry, the coplanarity detection of pins/connectors is crucial. WeLinkirt's 3D ACI equipment brings a new detection solution to

2D ACI · 2026-07-16

2D ACI Equipment Enables High-Precision Detection of Board-Level Silk Screening/OCR Characters

In the electronics/PCBA industry, the detection of board-level silk screening/OCR characters is crucial

AI Filmmaking · 2026-07-15

AI Comic Drama: Solution for Cross-shot Character and Scene Consistency

In the field of AI film and television production, the consistency of characters and scenes across shots is a major challenge

SkyVision · 2026-07-15

SkyVision Platform Achieves Perimeter Intrusion Detection with Greatly Reduced False Alarm Rate

With the rapid development of AI technology in the field of video surveillance behavior recognition, its application scenarios are constantly expanding

Robotics Vision · 2026-07-15

DaoAI 3D Robot Vision Enables Unordered Bin Picking of Automotive Parts

Against the backdrop of the open-source of embodied intelligence-specific video models, WeLinkirt's DaoAI 3D robot vision demonstrates strong capabilities in

3D ACI · 2026-07-15

3D ACI Equipment Accurately Detects Hidden Solder Joints of BGA/QFN

In the electronics/PCBA industry, the detection of hidden solder joints under BGA/QFN packaging is crucial

2D ACI · 2026-07-15

2D ACI Equipment: A Precise Solution for Detecting SMT Solder Joint Defects

In the electronics/PCBA industry, the quality inspection of SMT solder joints is crucial. WeLinkirt's 2D ACI equipment brings a precise and efficient

ACI OS · 2026-07-15

ACI OS: Solving the False Alarm Problem of Component Polarity Reversal

In the quality inspection process of the electronics/PCBA industry, false alarms for component polarity reversal have long been a difficult problem for

AI Filmmaking · 2026-07-15

AI Short Plays/Comic Dramas: Solving the Cross-Shot Consistency Problem

Explore how a high-quality short play/comic drama team uses WeLinkirt's technology to solve the cross-shot consistency problem and achieve efficient and low-cost production.

EV Battery · 2026-07-15

Significant Results of AI Vision Inspection for New Energy Battery PACK Surface Defects

With the rapid development of the new energy battery industry, the requirements for surface quality inspection of battery PACKs are increasing day by day

EV Battery · 2026-07-15

AI Vision Inspection Results for New Energy Battery Posts/Caps

In the production of new energy batteries, the appearance inspection of posts and caps is crucial

EV Battery · 2026-07-15

AI Vision Inspection Results for New Energy Battery Cell Sealing/Filling Ports

In the production of new energy batteries, the quality inspection of cell sealing/filling ports is crucial

EV Battery · 2026-07-14

AI Vision Solution for New Energy Battery Module Weld Spot Inspection

In the production process of new energy batteries, the quality of module weld spots directly affects the performance and safety of the batteries

EV Battery · 2026-07-14

100% Full Inspection of New Energy Battery Separator and Coating Defects

In the production of new energy batteries, the detection of pinholes in separators and coating defects is crucial

EV Battery · 2026-07-14

X-ray CT Detection Solution for Anode-Cathode Alignment in Winding/Laminating of New Energy Batteries

In the production of new energy batteries, accurate detection of anode-cathode alignment in winding/laminating is crucial

EV Battery · 2026-07-13

AI Vision Inspection Results for Defects on Metal Shells of New-Energy Cylindrical Battery Cells

In the production of new-energy batteries, the defect inspection of the reflective metal shells of cylindrical battery cells is of great importance

EV Battery · 2026-07-13

AI Inspection Results for Burrs and False Welding in New Energy Battery Tab Welding

In the production process of new energy batteries, the quality of tab welding is crucial to battery performance and safety

EV Battery · 2026-07-13

3D Point Cloud Fusion Solution for Online Full Inspection of New Energy Battery Electrode Coating

In the production of new energy batteries, the quality of electrode coating is crucial. WeLinkirt's 3D point cloud fusion technology provides an effective

Automotive · 2026-07-12

AI Vision Inspection for Scratches on Automotive Brake Discs Achieves Remarkable Results

In the production of automotive parts, the quality of brake discs is of crucial importance. WeLinkirt (DaoAI) provides an efficient and accurate solution

Automotive · 2026-07-12

Efficient AI Vision Inspection Solution for Surface Defects of Automotive Gears and Shafts

WeLinkirt (DaoAI) provides a surface defect inspection solution for automotive gears and shafts using advanced AI vision technology

Automotive · 2026-07-11

Visual Inspection Solution for Fastener Tightening of Automotive Parts: Ensuring Production Quality Efficiently and Accurately

This article introduces the solution provided by WeLinkirt for the inspection of fastener tightening of automotive parts

Automotive · 2026-07-11

AI Vision Inspection for Automotive Interior Parts Appearance Achieves Remarkable Results

In the automotive manufacturing industry, the appearance quality of interior parts directly affects the overall vehicle quality and user experience

Automotive · 2026-07-11

Automobile Painting Surface Defect Detection: High-precision leap from manual to AI

In the automotive manufacturing industry, the painting process is crucial for the appearance and quality of products

Automotive · 2026-07-10

AI Vision Inspection Achieves Remarkable Results in Automotive Assembly Missing and Incorrect Installation

In the automotive manufacturing industry, the accuracy of assembly is crucial. DaoAI provides an efficient solution to the problem of missing and

Automotive · 2026-07-10

AI Vision Inspection Solution for 0.3mm Surface Defects in Automotive Stamped Sheet Metal

In the automotive manufacturing industry, the surface quality of stamped sheet metal is of high importance

Automotive · 2026-07-10

AI Detection Solution for Porosity/Inclusion in X-ray of Automotive Aluminum Die-castings

In the production of automotive parts, the quality of aluminum die-castings is crucial. WeLinkirt provides an efficient solution for the detection of

Automotive · 2026-07-09

AI Deep Learning Inspection Solution for Welds in Automotive Body-in-White

In the automotive manufacturing industry, the quality of welds in the body-in-white is of utmost importance

Automotive · 2026-07-09

Precise 6D Pose Recognition for Randomly Placed Auto Parts in Bins

In the production of auto parts, 6D pose recognition for randomly placed parts in bins is a challenging task

Automotive · 2026-07-09

3D Inspection and Path Correction Solution for Automotive Gluing and Sealing

In the automotive manufacturing process, the quality of the gluing and sealing process directly affects the safety and durability of automobiles

SOP Compliance · 2026-07-08

AI Vision Solution for Missing Step Detection in Industrial Assembly Process

In industrial production, the accuracy of assembly processes is of crucial importance. WeLinkirt (DaoAI) has solved the problem of missing step detection

Public Safety · 2026-07-08

Emergency Security: AI Vision for Perimeter Intrusion Detection

In the field of emergency security, perimeter intrusion detection is of great importance. WeLinkirt provides a reliable solution for perimeter safety with

Semiconductor · 2026-07-08

Remarkable Results of AI Vision Inspection for Semiconductor Wafer Map Defect Patterns

In the semiconductor industry, wafer map defect inspection is a crucial step in ensuring product quality

Semiconductor · 2026-07-08

New Breakthrough in Semiconductor Chip Laser Marking Character Detection

In semiconductor chip production, the detection of laser-marked characters is crucial. WeLinkirt brings new changes to the industry with advanced

Semiconductor · 2026-07-08

AI Vision Detection of Semiconductor Chip Packaging Cracks Achieves Remarkable Results

In the process of semiconductor chip production, the detection of packaging cracks is crucial. WeLinkirt (DaoAI) provides an efficient solution for the

Semiconductor · 2026-07-07

AI Vision Inspection Results for Particle and Scratch Classification in Semiconductor Chips

In the semiconductor chip production process, accurate classification and detection of defects such as particles and scratches are crucial

Semiconductor · 2026-07-07

Online 100% Inspection Solution for Semiconductor Wafer Edge Defects

In the semiconductor industry, the inspection of wafer edge defects is crucial. Traditional sampling inspection methods are difficult to meet the

Semiconductor · 2026-07-07

Local Deployment Solution for Die Attach Void Detection in Semiconductor Industry

In the semiconductor industry, void detection in the die attach process is crucial. WeLinkirt provides a locally deployed detection solution for a leading

Semiconductor · 2026-07-06

Remarkable Results of AI Vision Inspection for Semiconductor Lithography Pattern Defects

In the semiconductor chip manufacturing process, the inspection of lithography pattern defects is crucial

Semiconductor · 2026-07-06

Remarkable Results of AI Vision Inspection for Semiconductor Chip Pin and Dicing Defects

In semiconductor chip production, the inspection of pin and dicing defects is crucial. WeLinkirt (DaoAI) uses advanced AI vision technology to provide an

Semiconductor · 2026-07-06

AI Vision Inspection Results for Bump Missing/Bridge in Semiconductor

In the semiconductor chip manufacturing process, the quality inspection of bumps is crucial. WeLinkirt provides an efficient and precise inspection

Semiconductor · 2026-07-05

Rare Defect Few-Sample Detection Solution for Semiconductor Advanced Packaging

In the field of semiconductor advanced packaging, the detection of rare defects with few samples is an industry challenge

Semiconductor · 2026-07-05

AI Detection of Sunken Wires after Wire Bonding in Semiconductor Chips

In the semiconductor chip manufacturing process, wire bonding is one of the key processes, and the detection of sunken wires is crucial for ensuring chip

Semiconductor · 2026-07-05

Semiconductor Wafer ADC Solution after AOI Inspection

In the semiconductor chip manufacturing process, the quality inspection of wafers is crucial. Accurately classifying defects after AOI inspection is a key

Electronics · 2026-07-04

AI Solution for BGA Void X-ray Inspection in Electronics PCBA Industry

In the electronics PCBA industry, BGA void inspection is crucial. DaoAI provides an efficient and accurate inspection solution for this industry with

Electronics · 2026-07-04

Remarkable Results of AI Visual Inspection for Component Offset and Tombstoning in Electronic/PCBA Industry

In the electronic/PCBA industry, component offset and tombstoning problems seriously affect product quality

Electronics · 2026-07-04

AI Vision Inspection for Shielding Cover Mounting in Electronics Industry Yields Remarkable Results

In the electronics industry, the quality inspection of shielding cover mounting is crucial. WeLinkirt provides an efficient inspection solution for a

Electronics · 2026-07-03

Remarkable Results of AI Vision Inspection for Defects in Electronic FPC Flexible Boards

In the electronics industry, WeLinkirt (DaoAI) brings an efficient solution for defect inspection of FPC flexible boards with advanced AI vision technology

Electronics · 2026-07-03

Remarkable Achievements of AI Vision Inspection for Coplanarity of Pin Headers/Connectors in the Electronics Industry

WeLinkirt's AI vision technology provides an efficient and accurate solution for the coplanarity inspection of pin headers/connectors in the electronics

Electronics · 2026-07-03

Remarkable Achievements of AI Vision Inspection for Silk-Screen Printing/OCR Characters on Electronic/PCBA Boards

With advanced AI vision technology, WeLinkirt provides an efficient solution for the inspection of silk-screen printing/OCR characters on electronic/PCBA

Electronics · 2026-07-02

Application Case of AI Vision in Solder Paste Printing Quality Inspection in the Electronics/PCBA Industry

In the electronics/PCBA industry, solder paste printing quality inspection is of great importance

Electronics · 2026-07-02

AI Vision Application Case for Three-proof Coating Coverage and Foreign Object Detection in the Electronics/PCBA Industry

In the electronics/PCBA industry, three-proof coating coverage and foreign object detection are of great importance

Electronics · 2026-07-01

AI Vision Helps the Electronics/PCBA Industry Solve the Problem of False Alarms for Component Polarity Reversal

In the electronics/PCBA industry, the detection of component polarity reversal is a crucial step to ensure product quality

Electronics · 2026-07-01

AI Vision for Micro-Crack Detection of Passive Components like MLCC

In the electronics/PCBA industry, the micro-crack detection of passive components like MLCC is of great importance

Electronics · 2026-07-01

AI Visual Inspection Solution for Hidden Solder Joints under BGA/QFN Packaging

In the electronics/PCBA industry, detecting hidden solder joints under BGA/QFN packaging is a major challenge

Electronics · 2026-07-01

AI Vision Inspection for SMT Solder Joints: Solving Problems of Cold Solder, Bridging, and Insufficient Solder

In the electronics/PCBA industry, SMT (Surface Mount Technology) is a crucial process, and the quality of solder joints directly affects product

Automotive · 2026-06-15

X-ray Detection of Porosity and Inclusions in Aluminum Die-Castings: Line - Level Scrap Judgment in <2 Seconds per Image

In the production of aluminum die-castings, internal defects such as porosity and inclusions seriously affect product quality.

Automotive · 2026-06-15

Deep Learning Detection of Welds in White Car Bodies: Cracks and Incomplete Welds Have Nowhere to Hide

The quality of welds in white car bodies is directly related to the safety and reliability of the entire vehicle.

Automotive · 2026-06-15

Random Bin Picking: 6D Pose Estimation Enables Over 99% Success Rate in Feeding Featureless Parts

In the component manufacturing industry, the feeding process may seem simple, but in fact, it hides many challenges.

Automotive · 2026-06-15

100% Online 3D Detection for Glue Sealing: Brain-Eye - Body Closed-Loop Stops Every Glue Break for a Tier-1 Supplier

Glue application is the first line of defense for vehicle body sealing and NVH (Noise, Vibration, and Harshness).

Automotive · 2026-06-15

0.3mm-level Surface Defect Detection for Stamped Sheet Metal: Reducing the Missed Detection Rate from 2.8% to 0.2%

0.3mm-level Surface Defect Detection for Stamped Sheet Metal: Reducing the Missed Detection Rate from 2.8% to 0.2% — 97% Detection accuracy.

EV Battery · 2026-06-15

Cylindrical Battery Cell Reflective Metal Shell Surface Detection: Suppress Glare with Computational Imaging

Cylindrical Battery Cell Reflective Metal Shell Surface Detection: Suppress Glare with Computational Imaging — 98%+ Judgment accuracy.

EV Battery · 2026-06-15

Anode-Cathode Alignment in Winding and Laminating: 3D X-ray CT Combined with AI Layer-by-Layer Analysis Speeds up by about 90 Times

In lithium-battery production, anode-cathode alignment is crucial for battery safety. WeLinkirt's DaoAI solution combines 3D X-ray CT with AI layer-by-layer

EV Battery · 2026-06-15

Online Full Inspection of Electrode Coating: 3D ACI Guards the Starting Point of Battery Cell Consistency

In lithium-battery manufacturing, coating is the first key process. The uniformity of the coating affects the capacity and safety of battery cells

EV Battery · 2026-06-15

Online Detection of Diaphragm Pinholes and Coating Defects: Micron-level Quality Control on High-speed Coils

In the production process of lithium batteries, the diaphragm is a key component, and its quality directly affects the performance and safety of the battery.

EV Battery · 2026-06-15

Pole Tab Welding Quality Gate: Keep Burrs and Cold Welds Away from Thermal Runaway

In the production of new-energy batteries, the quality of pole tab welding directly affects the safety and reliability of battery cells.

Chemical · 2026-06-15

Coating Weak-Contrast Boundary Detection: Primary Color Channel Enhancement, Over 95% Detection of Hidden Boundaries

The color difference between the coating and the substrate has always been a key challenge in the quality inspection of the coating industry.

Chemical · 2026-06-15

Glass/Non-woven Fabric Surface Defect Detection: Go Live with Few Samples, Achieve Over 94% Defect Detection Rate

Glass and non-woven fabrics are important industrial materials, and their surface quality directly affects product performance and applications.

Chemical · 2026-06-15

Reducing False Alarms in Printing Film/Label Coils: Learning Normal Variations of Machine Tools and Materials, False Alarm Rate Reduced by 28%

In the production of printing film/label coils, the false alarm problem of the detection system seriously affects production efficiency

Chemical · 2026-06-15

Unsupervised Anomaly Detection on Textured Surfaces: Model with Good Products, Accurately Locate Unknown Defects

Unsupervised Anomaly Detection on Textured Surfaces: Model with Good Products, Accurately Locate Unknown Defects — 99%+ Stable level of image-level AUROC.

Chemical · 2026-06-15

Coil Coating Pinhole/Agglomeration Detection: 3D Fusion Point Cloud Enables High-speed Online Detection of >50μm Defects

This article introduces WeLinkirt's solution to the detection problems of pinholes and agglomerations in coil coatings

Consumer · 2026-06-15

Transfer Learning for Assembly Missing Parts and Misassembly Goes Live: 28 Defect Types, Over 92% Detection Rate

In the multi-variety and small-batch production model of consumer electronics, DaoAI uses transfer learning to solve the detection problems of assembly

Consumer · 2026-06-15

High SKU Label Printing Inspection: 30-minute Changeover, 99.5% Detection Rate, <0.3% False Rejection Rate

In the label printing industry, a high number of SKUs brings many challenges. WeLinkirt (DaoAI) effectively solves problems such as long change-over time and

Consumer · 2026-06-15

Injection Molding Part Appearance Inspection: End-to-End Identification of Flashes, Shrinkage, and Color Differences, with Rapid Model Change and Go-Live

In the field of injection molding part production, appearance inspection is a crucial step to ensure product quality.

Consumer · 2026-06-15

Aircraft Body Logo and Silk Screen Detection: APDT Only Needs 1-20 Good Samples to Go Live, with Over 40% Efficiency Improvement

In the printing industry, the scarcity of defect samples is a major challenge. DaoAI APDT takes the opposite approach

Consumer · 2026-06-15

Appearance Grading of Reflective Metal Casings: Only Trained with Good Products, Defect Escape Rate Reduced by 94%

The appearance quality of reflective metal casings directly affects the overall quality and market competitiveness of products.

Electronics · 2026-06-15

3D AI Inspection for Hidden Solder Joints of BGA/QFN: Clearly Detect Voids, Bridging, and Non-wetting Defects at Once

In the electronics manufacturing industry, bottom-terminal packages such as BGA and QFN are widely used

Electronics · 2026-06-15

DaoAI Enables MLCC Micro-crack Detection, Breaking Through the Sample Dilemma

In the MLCC production process, micro-crack detection is a key link to ensure product quality. However, traditional detection methods face many challenges.

Electronics · 2026-06-15

Full Inspection of Missing Components and Incorrect Installation of Connectors in PCBA Assembly under High Beat

Quality control in the PCBA assembly process is crucial, directly affecting the performance and stability of the whole machine.

Electronics · 2026-06-15

False Alarm of Component Polarity Reversal: 164 False Alarm Images, <1s Inference, 99% Accuracy

False Alarm of Component Polarity Reversal: 164 False Alarm Images, <1s Inference, 99% Accuracy — 80% Decline rate of false alarm; 0.1% Miss detection rate.

Electronics · 2026-06-15

SMT Post-soldering AOI False Alarm Management: Using AI Second Gate to Reduce Re-inspection Volume

SMT Post-soldering AOI False Alarm Management: Using AI Second Gate to Reduce Re-inspection Volume — 80% False alarm reduction rate.

Food · 2026-06-15

A Fresh Food Processing Factory: An Integrated Production Line for Deep Learning Foreign Object Removal and Quality Grading

In the fresh food processing industry, traditional color sorters have many problems, resulting in high loss of good products

Food · 2026-06-15

A Fresh-cut Vegetable Processing Factory: Real-time Edge Detection of Small Target Foreign Objects in Fresh-cut Vegetables

Quality control of fresh-cut vegetables is crucial in the fresh-cut vegetable processing industry, and foreign object detection is a key link.

Food · 2026-06-15

An Online AI Full Inspection Solution for Sealing, Labeling, and Coding in a Food Packaging Factory

In the food packaging industry, the quality of product sealing, labeling, and coding is directly related to consumers' experience and brand reputation.

Food · 2026-06-15

A Agricultural Product Sorting Center: Robotic Vision for Maturity Classification and Precision Sorting

A Agricultural Product Sorting Center: Robotic Vision for Maturity Classification and Precision Sorting — 95%+ Maturity classification accuracy.

Food · 2026-06-15

A Chain Restaurant: SkyVision by DaoAI for Intelligent Supervision of Kitchen Behaviors in Transparent Kitchens

Chain restaurants with numerous stores across the country attach great importance to kitchen food safety supervision.

Pharma · 2026-06-15

High-speed Real-time Blister Detection: Capturing Every Missing Tablet and Damage on a 50,000-piece - per - hour Production Line

In the pharmaceutical production field, the quality detection of blister packaging is directly related to patient medication safety.

Pharma · 2026-06-15

Detection of 80 Types of Capsule Defects: Enable Operators to Self-Train without Coding and Replace Manual Visual Inspection

In the pharmaceutical manufacturing industry, the accurate detection of capsule appearance defects is an important part of ensuring drug quality.

Pharma · 2026-06-15

Visual Inspection of Sterile Injections: Deep Learning to Clearly Distinguish Foreign Objects from Bubbles

In the production process of sterile injections, it is crucial to conduct strict visual inspections on products to ensure their quality and safety.

Pharma · 2026-06-15

Online Label OCR and Serial Code Verification: Ensuring Zero-Defect Drug Labels Flow Through Production Lines at Full Speed

Drug labels carry a lot of key information, and their accuracy is directly related to drug supervision and anti-counterfeiting traceability.

Pharma · 2026-06-15

Vials and Ampoules: Ensuring Liquid Level, Sealing, and Glass Chip Detection in High-Speed Light Inspection

In the pharmaceutical industry, the quality detection of vials and ampoules is of great importance as it is related to medication safety.

Semiconductor · 2026-06-15

Advanced Packaging Bump Inspection: 3D ACI for Micron-level Missing and Bridging Detection

Advanced Packaging Bump Inspection: 3D ACI for Micron-level Missing and Bridging Detection — 98%+ Detection rate of missing and bridging micro-bumps.

Semiconductor · 2026-06-15

Pin Coplanarity and Dicing Edge Chipping: 3D Vision for Pin-by-Pin Height Measurement

In the semiconductor packaging industry, detecting pin coplanarity and dicing edge chipping has always been a crucial step in ensuring product quality.

Semiconductor · 2026-06-15

Rare Defects in Advanced Packaging: APDT Positive Sample Learning with Few Samples

Rare Defects in Advanced Packaging: APDT Positive Sample Learning with Few Samples — 96%+ Classification accuracy of rare defects.

Semiconductor · 2026-06-15

Automatic Defect Classification after Wafer AOI: From Manual Rejudgment to AI-ADC

In the complex process of wafer manufacturing, defect detection and classification are crucial steps to ensure product quality and production efficiency.

Semiconductor · 2026-06-15

Post-Wire Bonding Inspection: Defect Model Deployed to ACI Edge Device

Post-Wire Bonding Inspection: Defect Model Deployed to ACI Edge Device — 98% Defect detection accuracy.

Earlier posts.

All Articles

PCBA Component Polarity Misalignment False Alarms: DaoAI ACI for Local Privacy & Data Security

APDT Few-Shot Training: DaoAI 3D Vision Reduces Automotive Assembly Errors

Microfilm Style Library & IP Across-Episode Locking: Wemio Enhances Consistency & Efficiency

SkyVision APDT Enhances Dual-Hand Assembly SOP Compliance

3D ACI for Electrode Tab Welding Defects: Zero-Code Retooling

Chemical Materials Paper Flaw Local Private Deployment: DaoAI 2D ACI Ensures Data Security

PCBA Connector Misassembly Detection: DaoAI ACI Replaces Manual Inspection, Reducing Labor Costs by 40%

AI Short Drama: Collaborative Production & Asset Versioning

SkyVision: Reducing Cross-border False Alarms & Re-inspection Burden in Parks

DaoAI 3D Vision: 100% Automotive Sealing Inspection & Cycle Time Sync

PCBA Gold Finger Scratches & Oxidation: APDT Few-Shot Self-Training for Enhanced Detection

Nut Sorting Quality Traceability & Data Loop: DaoAI ACI OS

One Overturned Call, One Lesson: What Feedback Learning Actually Learns

Zero-Code Changeover: Why the Previous Generation Has to Be Reprogrammed

A Threshold Is a Curve, Not a Number: What Semantic False-Call Filtering Escapes

Defects Are an Open Set, Good Parts Are a Closed One: How Few-Shot Self-Training Reverses the Criterion

More Than One Imaging Method on a Line: How Structured-Light 3D, X-ray, Infrared and Electron Microscopy Share One Decision Logic

AI Branded Films: 3D Camera & Storyboard Control

SkyVision Reduces Manual Inspection Costs for Safety Helmet/Vest Compliance

AI Short Drama Cross-Scene Consistency: Wemio Significantly Reduces Per-Minute Production Cost

SkyVision: Screw Tightening Quality Traceability & Data Closure

APDT Few-Shot Self-Training for Chip Pin Coplanarity Inspection Efficiency

Pharma Multi-Variety Small-Batch: 2D ACI Zero-Code Quick Changeover

ACI Replaces Manual Inspection, Optimizing Advanced Packaging Labor Costs

ACI On-Premise Deployment for High-SKU Label Printing Data Security

SkyVision Smoke & Fire Detection for Warehouse Logistics: Higher Detection Rate

Consumer Assembly Quality Traceability: DaoAI 3D Vision Prevents Missing/Wrong Parts

Automotive Sealant 3D Inspection: Reducing False Positives & Re-Inspection Burden

Food Packaging Seal Leakage Detection: DaoAI 2D AOI Boosts Detection Rate

Virtual Production for Tourism Promos: Script Agent Pipeline

SkyVision Reduces Assembly Omissions, Ensuring 100% Inspection Capacity

DaoAI 3D Vision Reduces False Positives in Automotive Fastener Tightening, Alleviating Re-inspection Burden

Anode Coating 3D AOI: Replacing Manual Inspection, Reducing Labor Costs

ACI Boosts Capsule Inspection Throughput, Cuts Multi-Defect Misses

SkyVision: Local Deployment Ensures Data Security for Passenger Flow Monitoring

Vertical Short Drama Industrial Production: Wemio's Cross-Shot Consistency & Production Speed-up

DaoAI 3D Robot Vision for Produce Ripeness Sorting: Quality Traceability & Data Closure

Achieving 100% PCBA Solder Joint Inspection at High Production Speeds with DaoAI 2D AOI

ACI Few-Shot Self-Training Boosts PCBA Solder Joint Inspection Efficiency

AI Short Drama Industrialization: Wemio Style Library & IP Consistency Across Episodes

SkyVision APDT Few-Shot Self-Training Boosts Dual-Hand SOP Compliance

DaoAI 3D Vision: Bin Picking for Auto Parts, On-Premise for Data Security

3D ACI Cuts Tab-Welding Rework by 25%

Paper Flaw Quality Traceability & Data Loop: DaoAI 2D ACI

ACI OS Accelerates PCBA Changeovers for HMLV Production

ACI for Nut Sorting: Quality Traceability & Data Closure

Wemio AI Lowers Per-Minute Production Cost for Premium Dramas

SkyVision Replaces Manual Inspection, Reduces Safety Helmet Compliance Labor Costs

APDT Few-Shot Self-Training: New Energy Battery Module Solder Joint Defect Detection

3D ACI Boosts BGA Void Detection Rate & Reduces False Negatives

On-Premises Deployment: Secure Printing Defect Inspection for Packaging

AI Manhua Series Production: Wemio Physical AI Engine for Precise 3D Camera & Storyboard Control

Consumer Assembly Defect Detection: DaoAI 3D Vision Ensures Production Beat & 100% Full Inspection

Semiconductor Pin Coplanarity & Chipping: Local Deployment for Data Security

APDT Few-Shot Self-Training Reduces False Positives in Printed Films for Chemical/Material Industry

ACI OS Replaces Manual Inspection, Reducing Labor Costs in High-SKU Label Printing

E-commerce Short Video Multi-person Collaboration & Asset Management, Wemio Boosts Content Production Efficiency

SkyVision Smoke/Fire Detection: Quality Traceability & Data Closed-Loop

DaoAI 3D Vision: Automotive Harness Assembly Error Detection, Enhancing Detection Rate and Reducing Missed Detections

3D ACI for Adhesive Dispensing: APDT Few-Shot Training & Path Correction

Food Packaging Quick Changeover: DaoAI 2D AOI for High-Mix Low-Volume Production

ACI Local Deployment Secures Data for Chemical Material Texture Surface Inspection

New Energy Electrode Coating 3D AOI: Reducing False Positives & Reinspection Burden

DaoAI 2D AOI Reduces Body Silkscreen Omission, Boosts Detection Rate

DaoAI 3D Vision: Automotive Sealing Inspection, Reducing Manual Costs

ACI OS Reduces False Positives in Consumer Goods Assembly, Halving Rework

Brand Promo Script-to-Film AI Pipeline, Production Cycle -70%

SkyVision: Full Perimeter Intrusion Detection, Unaffected Cycle Time, Significantly Reduced False Alarms

DaoAI 3D Vision: Automotive Bin Picking, Zero-Code Retooling for HMLV

3D ACI Replaces Manual BGA/QFN Solder Joint Inspection, Significantly Reducing Labor Costs

DaoAI 2D AOI Reduces SMT Solder Joint False Positives, Significantly Cutting Re-inspection Hours

ACI OS Boosts PCBA Polarity Inversion Detection, Reduces Undetected Defects

AI Vertical Drama Industrial Production: Breaking Cross-Shot Consistency Challenges

SkyVision: On-Premises Deployment Secures Industrial SOP Compliance

New Energy Battery Module Solder Joint Inspection: DaoAI 3D Vision for Quality Traceability and Data Closure

3D ACI for New Energy Battery Tab Welding Quality Traceability & Data Loop

DaoAI 2D ACI Replaces Manual Paper Flaw Inspection, Significantly Reducing Labor Costs

ACI OS Accelerates PCBA Full Inspection, Securing Cycle Time & Throughput