Insights · DaoAI Case Studies & Field Notes

DaoAI Wemio AI film production case — AI Filmmaking

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 AI AOI · 2026-08-15

3D AI AOI 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 AI AOI 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 AI AOI · 2026-08-15

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

By integrating DaoAI 2D AI AOI 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.

AI AOI Software · 2026-08-15

AI AOI Software Reduces Home Appliance Panel Missed Detections, Enhancing Appearance Inspection Efficiency

In home appliance panel appearance inspection, DaoAI AI AOI software system, 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 AI AOI · 2026-08-14

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

In new energy battery manufacturing, DaoAI 3D AI AOI 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 AI AOI · 2026-08-14

Paper Surface Defect Detection: DaoAI 2D AI AOI 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 AI AOI 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.

AI AOI Software · 2026-08-14

AI AOI Software Replaces PCBA Manual Inspection, Reducing Labor Costs

On PCBA production lines, DaoAI AI AOI software system, 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 AI AOI · 2026-08-13

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

DaoAI 3D AI AOI 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 AI AOI · 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 AI AOI 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.

AI AOI Software · 2026-08-13

AI AOI 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 AI AOI software system (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 AI AOI · 2026-08-12

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

Addressing the challenges of BGA solder void detection in the PCBA industry, DaoAI 3D AI AOI 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 AI AOI · 2026-08-12

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

DaoAI 2D AI AOI 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) leverages its zero-code rapid changeover capability to reduce the setup time for high-mix low-volume consumer packaging printing inspection from several hours of manual adjustment to under 5 minutes with AI automatic adaptation, significantly enhancing production line flexibility and efficiency.

AI AOI Software · 2026-08-12

Glass Surface Defects: AI AOI Software Ensures Throughput and 100% Inspection

In the chemical and materials industry, high-speed glass production lines demand stringent 100% inspection capacity and throughput. DaoAI AI AOI software system (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 AI AOI · 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 AI AOI 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 empowers 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 AI AOI · 2026-08-11

3D AI AOI 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 AI AOI 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.

AI AOI Software · 2026-08-11

Advanced Packaging Rare Defects: AI AOI Software for Quality Traceability & Data Loop

In advanced semiconductor packaging, DaoAI AI AOI software (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 AI AOI · 2026-08-10

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

For quality control in new energy battery winding/stacking anode-cathode alignment, DaoAI 3D AI AOI 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: Boosting Detection Rate, Reducing Missed Detections

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 AI AOI · 2026-08-10

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

Addressing the high labor costs associated with manual reinspection of food packaging seal integrity, DaoAI's 2D AI AOI 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.

AI AOI Software · 2026-08-10

Chemical Texture Surface Unsupervised Anomaly Detection: Local AI AOI Ensures Data Security

Addressing the stringent data security and privacy demands of chemical material production lines, DaoAI AI AOI software system (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 AI AOI · 2026-08-09

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

For consumer product body logo silkscreen inspection, DaoAI 2D AI AOI 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 AI AOI · 2026-08-09

3D AI AOI 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 AI AOI 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.

AI AOI Software · 2026-08-09

Consumer Assembly Defects: AI AOI Software Reduces Missed Detections and False Positives

In the precision assembly of consumer goods, DaoAI AI AOI software system (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.

AI AOI Software · 2026-08-08

AI AOI Software System Replaces Manual Inspection, Reducing PCBA Polarity Reversal Misreports

The DaoAI AI AOI software system (featuring visual foundation model for feature recognition, 5-minute 0-code programming with one good sample

3D AI AOI · 2026-08-08

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

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

2D AI AOI · 2026-08-08

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

Addressing the stringent data security and privacy requirements of large electronics manufacturers, DaoAI 2D AI AOI 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 Few-Shot Self-Training 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 AI AOI · 2026-08-07

Semiconductor Micro-Bump Defect Local Detection: DaoAI 3D AI AOI 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 AI AOI 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 core production data remains on-site and significantly enhancing chip packaging quality and information security compliance.

2D AI AOI · 2026-08-07

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

APDT few-shot self-training is a core advantage of WeLinkirt's DaoAI 2D AI AOI 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 AI AOI · 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 AI AOI 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.

AI AOI Software · 2026-08-06

PCBA Connector Misplacement & Missing Parts: AI AOI Software Reduces Undetected Defects

In complex PCBA assembly, DaoAI AI AOI software system (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 AI AOI · 2026-08-05

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

By integrating DaoAI's 2D AI AOI 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 AI AOI · 2026-08-05

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

DaoAI's 3D AI AOI 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.

AI AOI Software · 2026-08-05

Glass Surface Foreign Particle 100% Inspection Acceleration: AI AOI Software Ensures Production Beat

To ensure 100% full inspection capacity on high-beat glass production lines, DaoAI AI AOI software system, 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.

AI AOI Software · 2026-08-04

Advanced Packaging Rare Defect Traceability & Data Loop: AI AOI

In advanced semiconductor packaging, DaoAI AI AOI software system, 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.

2D AI AOI · 2026-08-03

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

WeLinkirt's 2D AI AOI 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 · 2026-08-04

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 revolutionized 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 AI AOI · 2026-08-04

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

In automotive component adhesive/sealant application, DaoAI 3D AI AOI, 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 AI AOI · 2026-08-04

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

For food packaging seal integrity inspection, DaoAI's 2D AI AOI 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%.

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 AI AOI · 2026-08-03

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

In new energy battery electrode coating, DaoAI's 3D AI AOI 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.

AI AOI Software · 2026-08-03

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

WeLinkirt's DaoAI AI AOI software system 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

AI AOI Software · 2026-08-02

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

For large home appliance panel appearance inspection, DaoAI AI AOI software system 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 AI AOI · 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 AI AOI · 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, empowered by APDT few-shot auto-training

3D AI AOI · 2026-08-01

3D AI AOI for Aluminum Die Casting Porosity 100% Inspection: Seamless Production Pace & Capacity

Addressing the complex manufacturing challenges in automotive components, DaoAI's 3D AI AOI equipment

2D AI AOI · 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 AI AOI equipment, through on-premise private deployment

AI AOI Software · 2026-08-01

AI AOI Software: 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 Empowers Construction Hard Hat Compliance

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 AI AOI · 2026-07-31

3D AI AOI 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 AI AOI

2D AI AOI · 2026-07-31

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

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

AI AOI Software · 2026-07-31

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

Addressing the high labor costs and precision bottlenecks of manual glass inspection, DaoAI AI AOI software system from WeLinkirt leverages vision foundation

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 Empowers Parking Lot Vehicle Recognition, Reducing False Alarms by −75%

In practical applications of parking lot vehicle recognition, traditional solutions face multiple challenges: First, high false alarm rates

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 AI AOI · 2026-07-30

3D AI AOI for New Energy Battery Electrode Alignment Inspection

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

2D AI AOI · 2026-07-30

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

DaoAI 2D AI AOI equipment (high-resolution 2D imaging + deep learning secondary judgment, targeting surface/print/OCR/assembly defects

AI AOI Software · 2026-07-30

AI AOI Software for High-SKU Label Printing, Significantly Reducing Color Deviation Undetected Rates

DaoAI AI AOI software system (visual foundation model for feature recognition, 5-minute zero-code programming with one good sample

AI AOI Software · 2026-07-29

AI AOI Software: Chemical Film Texture Anomaly Detection

DaoAI AI AOI Software System (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

DaoAI SkyVision 0-code video surveillance AI platform (on-site hourly custom model training, behavior/event recognition, edge box real-time alerts

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 AI AOI · 2026-07-29

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

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

2D AI AOI · 2026-07-29

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

DaoAI's 2D AI AOI equipment (high-resolution 2D imaging + deep learning secondary judgment, targeting surface/print/OCR/assembly defects

AI AOI Software · 2026-07-29

Capsule Multi-Defect Self-Training: AI AOI Software for Pharma QC

WeLinkirt DaoAI AI AOI Software (featuring visual foundation model for feature recognition, 5-minute 0-code programming with one good sample

AI Filmmaking · 2026-07-28

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

DaoAI / WeLinkirt Wemio Content Engine addresses the inconsistency of characters, scenes, and lighting across shots in traditional AI video generation for

SkyVision · 2026-07-28

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

This chain retail brand faced multiple pain points in footfall statistics and heatmap analysis: Firstly, data acquisition lag was several hours

Robotics Vision · 2026-07-28

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

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

3D AI AOI · 2026-07-28

3D AI AOI Boosts Connector Coplanarity Inspection Accuracy

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

2D AI AOI · 2026-07-28

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

DaoAI 2D AI AOI equipment (high-resolution 2D imaging + deep learning secondary judgment, for surface/print/OCR characters/assembly defects

AI AOI Software · 2026-07-28

AI AOI Software for Consumer Product Assembly Defect Detection

DaoAI AI AOI software system, leveraging visual foundation models for feature recognition, achieves 0-code automatic programming with a single good sample in

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 (proprietary 3D camera + 6D pose estimation, bin picking, gluing/assembly/loading guidance, brain-eye-body closed-loop

3D AI AOI · 2026-07-27

3D AI AOI for BGA Solder Joint Micrometer Morphology & Void Detection

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

2D AI AOI · 2026-07-27

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

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

AI AOI Software · 2026-07-27

AI AOI Software for PCBA Polarity Reversal, False Positive Rate Reduced by -63%

DaoAI AI AOI software system (feature recognition with vision foundation models, 5-minute 0-code programming with one good sample

AI Filmmaking · 2026-07-26

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 · 2026-07-26

SkyVision Guards Perimeters, False Alarm Rate Reduced by -63%

In the field of emergency and smart security, especially for perimeter protection of large industrial parks, manufacturing bases

Robotics Vision · 2026-07-26

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

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'

AI AOI Software · 2026-07-26

AI AOI Software for PCBA Component Polarity Reversal & False Alarm Filtering

DaoAI AI AOI Software System (featuring visual foundation model for feature recognition, 5-minute 0-code programming with one good sample

3D AI AOI · 2026-07-26

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

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

2D AI AOI · 2026-07-26

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

DaoAI 2D AI AOI equipment (high-resolution 2D imaging + deep learning secondary judgment, targeting planar defects like surface/print/OCR/assembly omissions

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 empowers a leading automotive component manufacturer to achieve real-time detection and proactive

AI AOI Software · 2026-07-25

AI AOI Software System Detects Component Polarity Reversal in PCBA

This article introduces the application of the AI AOI software system in detecting component polarity reversal in the electronics/PCBA industry

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

SkyVision · 2026-07-25

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 · 2026-07-25

DaoAI 3D Robot Vision Empowers Agricultural Product Maturity Sorting

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

AI AOI Software · 2026-07-25

AI AOI Software System Solves Component Polarity Reverse False Alarms

This article introduces the application of WeLinkirt's AI AOI software system in solving component polarity reverse false alarms in the electronics/PCBA

3D AI AOI · 2026-07-25

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

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

2D AI AOI · 2026-07-25

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

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

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 AI AOI · 2026-07-24

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

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

2D AI AOI · 2026-07-24

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

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

AI AOI Software · 2026-07-24

AI AOI Software System Improves the Effectiveness of Home Appliance Panel Appearance Inspection

In the consumer goods industry, the appearance inspection of home appliance panels is crucial. The AI AOI software system of WeLinkirt brings new

DaoAI AI visual inspection case in news manufacturing

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

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

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 · 2026-07-23

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 AI AOI · 2026-07-23

3D AI AOI Equipment Detects Welding Defects of New Energy Battery Tabs

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

2D AI AOI · 2026-07-23

2D AI AOI Equipment Achieves Remarkable Results in Paper Defect Detection

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

AI AOI Software · 2026-07-23

AI AOI Software System Helps Solve PCBA Assembly Defects

Against the backdrop of intelligent manufacturing, WeLinkirt's AI AOI software system revolutionizes PCBA industry inspection

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

SkyVision · 2026-07-22

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

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 AI AOI · 2026-07-22

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

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

2D AI AOI · 2026-07-22

2D AI AOI 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

AI AOI Software · 2026-07-22

AI AOI Software System Enables Efficient Quality Inspection in Nut/French Fry Color Sorting

This article introduces the application of WeLinkirt's AI AOI software system 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 Empowers 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 AI AOI · 2026-07-21

3D AI AOI 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

2D AI AOI · 2026-07-21

2D AI AOI 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 AI AOI equipment provides an effective solution to the problem of

AI AOI Software · 2026-07-21

AI AOI Software System 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

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

SkyVision · 2026-07-20

SkyVision Platform: An Efficient Solution for Torque and Visual Double Inspection of Screws

WeLinkirt's SkyVision 0-code video surveillance AI platform provides an efficient and reliable detection solution for the screw-tightening process in

Robotics Vision · 2026-07-20

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

3D AI AOI · 2026-07-20

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

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

2D AI AOI · 2026-07-20

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

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

AI AOI Software · 2026-07-20

AI AOI Software System 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 Empowers 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 AI AOI · 2026-07-19

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

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

2D AI AOI · 2026-07-19

2D AI AOI 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

AI AOI Software · 2026-07-19

AI AOI 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 AI AOI software system brings an efficient and accurate

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

3D AI AOI · 2026-07-18

3D AI AOI 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 AI AOI · 2026-07-18

2D AI AOI Equipment Empowers Defect Detection in Food Packaging

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

AI AOI Software · 2026-07-18

AI AOI Software System Enables Defect Detection on Textured Surfaces of Chemical Materials

In the production of chemical materials, defect detection on textured surfaces is crucial. WeLinkirt's AI AOI software system, with its advanced technology

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 AI AOI · 2026-07-17

3D AI AOI 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 AI AOI · 2026-07-17

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

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

AI AOI Software · 2026-07-17

AI AOI Software System 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 AI AOI · 2026-07-16

3D AI AOI Equipment Achieves Remarkable Results in Detecting Pin Coplanarity

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

2D AI AOI · 2026-07-16

2D AI AOI 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 AOI Software · 2026-07-16

AI AOI Software System: Solving Assembly Missing, Omission, and Misassembly Problems

This article introduces the application of WeLinkirt's AI AOI software system in the detection of assembly missing parts and misassembly in the consumer

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 AI AOI · 2026-07-15

3D AI AOI 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 AI AOI · 2026-07-15

2D AI AOI 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 AI AOI equipment brings a precise and efficient

AI AOI Software · 2026-07-15

AI AOI Software System: 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.

DaoAI AI visual inspection case in EV Battery manufacturing

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

DaoAI AI visual inspection case in Automotive manufacturing

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 · 2026-07-12

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

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

DaoAI AI visual inspection case in SOP Compliance manufacturing

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

DaoAI AI visual inspection case in Video Surveillance manufacturing

Video Surveillance · 2026-07-08

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

DaoAI AI visual inspection case in Public Safety manufacturing

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

DaoAI AI visual inspection case in Semiconductor manufacturing

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

DaoAI AI visual inspection case in Electronics manufacturing

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 · 2026-07-02

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 · 2026-07-01

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

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 Technology Empowers 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

Insights · 2026-06-29

People's Daily Defines AI's Next Chapter: DaoAI's GM on Physical AI

Once AI has learned to see, write and generate — where does it evolve next? The answer: into the real, physical world

Insights · 2026-05-12

AOI false calls won't stop? It's the architecture, not the settings

From pixel matching to feature cognition — how DaoAI cuts false calls at the root with deep-learning generalization

Insights · 2026-04-21

DaoAI joins Canada's CTA Hard Tech Cohort

Talk about AI in 2026 and nine times out of ten it's about AI agents — from coding and slides to support, research and sales

Insights · 2026-04-14

AI AOI vs. rule-based AOI: don't overlook these hidden costs

An EMS cost comparison — the real hidden bill behind programming, false calls and downtime. AI AOI and rule-based AOI aren't solving the same problem the same way.

Insights · 2026-04-08

NVIDIA says this is AOI's future — DaoAI already built it

As NVIDIA paints its Physical AI inspection vision, DaoAI has already put it on the line. In December 2025

Insights · 2026-01-23

The "programming tax": why your SMT line is only 70% efficient

Time spent on AOI programming is quietly eating your line's effective capacity. The "programming tax" is the efficiency loss from long traditional AOI

Insights · 2025-12-24

2026 video-surveillance forecast: the era of active response

From passive recording to active detection and response — AI is redefining surveillance. A major global security-camera maker posted ¥22.9B in revenue

Latest thinking.

All Articles

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

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

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

3D AI AOI Boosts Semiconductor Micro-Bump 100% Inspection Throughput

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

AI AOI Software Reduces Home Appliance Panel Missed Detections, Enhancing Appearance Inspection Efficiency

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

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

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

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

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

AI AOI Software Replaces PCBA Manual Inspection, Reducing Labor Costs

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

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

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

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

AI AOI Local Private Deployment for Nut Sorting Data Security & Efficiency

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

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

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

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

Glass Surface Defects: AI AOI Software Ensures Throughput and 100% Inspection

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

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

DaoAI 3D Robot Vision: Automotive Assembly False Alarm Reduction

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

Advanced Packaging Rare Defects: AI AOI Software for Quality Traceability & Data Loop

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

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

SkyVision Smoke & Fire Detection: Boosting Detection Rate, Reducing Missed Detections

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

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

Chemical Texture Surface Unsupervised Anomaly Detection: Local AI AOI Ensures Data Security

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

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

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

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

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

Consumer Assembly Defects: AI AOI Software Reduces Missed Detections and False Positives

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

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

AI AOI Software System Replaces Manual Inspection, Reducing PCBA Polarity Reversal Misreports

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

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

AI Manhua Adaptation: Script Agent Automation Pipeline Accelerates 2X

SkyVision: APDT Few-Shot Self-Training for Kitchen Foreign Object & Behavior Recognition

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

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

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

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

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

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

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

PCBA Connector Misplacement & Missing Parts: AI AOI Software Reduces Undetected Defects

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

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

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

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

Glass Surface Foreign Particle 100% Inspection Acceleration: AI AOI Software Ensures Production Beat

Advanced Packaging Rare Defect Traceability & Data Loop: AI AOI

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

EV Battery Tab Welding Quality Traceability & Data Loop

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

AI AOI Software for PCBA Component Polarity Reversal & False Alarm Filtering

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

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