Technical, field & production · Field, warehouse & production

Non-conformance report from a photo and one sentence

The operator photographs the defective batch and says what is wrong; the AI reads the batch and part numbers, writes the non-conformance report, quarantines the lot in the system and drafts the complaint to the supplier with the evidence attached.

Avg. time saved: 2–4 h/week· ≈ 13 h/month
Rollout: CoreDays 15–35
Who it is for: Contractors, manufacturers, field ops

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In short

Non-conformance report from a photo and one sentence: The operator photographs the defective batch and says what is wrong; the AI reads the batch and part numbers, writes the non-conformance report, quarantines the lot in the system and drafts the complaint to the supplier with the evidence attached. It typically gives back 2–4 hours a week to whoever does this by hand today. Built for: Contractors, manufacturers, field ops.

Typical hours saved per week for the people doing this by hand today, from the 2026 report's ranges. The AI writes what that time makes possible.

Example

Comes in

Photo of 40 cast brackets with porosity + voice note: “Every third one is porous at the bolt hole”

The AI

Reads lot number and supplier from the label, links the incoming inspection record
Writes the NCR and the supplier complaint

Comes back

NCR #218 filed, lot 40 pcs blocked, complaint with 3 photos sent to the foundry, replacement deadline requested for Friday