Semiconductor / Chips · APPLICATION SCENARIO

Chip Laser-Marking Character Inspection

Laser-marked characters carry critical model and batch-tracing information — the first line of defense for product traceability.

Scenario · Character & Mark Recognition

Chip Laser-Marking Character Inspection

Challenge & Solution

Chip Laser-Marking Character Inspection

ChallengeTraditional inspection missed about 5% of defects with a 12% false-positive rate, and changeovers took up to 2 hours, hurting mixed-model line efficiency.

SolutionVision foundation model zero-code auto-programming, with the DaoAI World model supporting cross-scenario detection and continuous refinement.

98%Detection rate

<2%Missed detection rate

5 minChangeover time (was 2h)

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This article was generated by AI. Customer cases are simulated scenarios based on real product capabilities and figures are illustrative; see product pages for official benchmarks.