Resources

Size it yourself.

AI Readiness Scorecard

A 12–16 question self-assessment across data, inspection, vendor-claim, and skills-gap risk. Graded on the spot.

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Guides & Checklists

Practical, gated PDFs — the checklists we use on the line, distilled.

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Newsletter

The verification lens on the week's automation and inspection news.

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Tell me what is stuck.

A first conversation is a conversation, not a pitch. Describe the line, the claim you were sold, or the decision you are trying to get right — and we will figure out whether there is a real problem worth solving.