Quality Inspection Agent
Small and mid-sized manufacturers and contract assemblers running manual visual inspection
ManufacturingAdvanced8.38-12 weeks to MVP
Problem
Visual inspection is a person looking at parts all day, and consistency drops through the shift. Defects that matter get missed, cosmetic ones get rejected, and nobody can say afterwards why a particular unit was passed.
Solution
An agent that takes line photographs, classifies each against a written defect standard with a confidence score, passes the clear cases, and sends anything uncertain or serious to a human with the reason and the comparable examples attached.
Tech stack
Next.jsClaude with visionPostgreSQLObject storage for imagesMES or ERP API
Required integrations
- Line cameras or handheld capture app
- MES or ERP for the work order and the disposition
- Image storage with retention policy
Key features
- Defect classification against a written, versioned standard
- Confidence score per judgement, with a threshold that routes to a human
- Comparable examples shown alongside each borderline call
- Disposition written back to the work order with the reason
- Full image and decision history per unit for traceability
ManufacturingVisionQualityHuman in the loop
With Pro you also get
- The full build prompt, ready to copy (594 words)
- 7 build steps, in order
- 3 variables to fill in, documented
- The revenue model
- Monetization notes
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Guides for this build
Read these alongside the spec.