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70% of AI pilots never reach production. I help the other 30% ship.

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The 30% Report

70% of AI pilots never reach production. Get the playbook for the 30% that does.

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Vision QA · 30 seconds · No setup

Defect detection — live demo

JPEG, PNG or WebP up to 5 MB. We'll narrate what an AI inspection layer would flag — defects, surface issues, alignment, the quick verdict.

This is a live demo on sample inputs. Want it run on your real line? Talk to the engineer who built it.