First Article Inspection (FAI) Report Builder: Clear a New Part in One Run

The problem this kills

A new or changed part shows up on the floor, and someone in quality has to prove it was made right before production is cleared. That means a First Article Inspection: balloon every dimension and note on the drawing, build a characteristic list (number, spec, tolerance, inspection method), measure each one on the first piece, write down measured-vs-spec, decide pass or fail on every characteristic, and assemble the AS9102-style sign-off package the customer expects.

Today that lives in a stack of spreadsheets and a Word template. It's slow, it's easy to fat-finger a tolerance or forget a characteristic, and the math — is 0.2487 inside 0.250 +0.000/-0.003? — gets done by hand under time pressure. Miss one out-of-tolerance characteristic and you've cleared a bad part into production. You don't need to be a developer to fix this.

What you'll build

A simple internal web tool. You load the part's characteristic list (characteristic number, spec/nominal, tolerance, inspection method) from a CSV or by hand, then record the measured result for each one during the run. The tool computes conformance per characteristic — pass when the measurement falls inside tolerance, fail when it doesn't, plus the right handling for pass/fail attributes and notes. It rolls those up into an overall FAI result, where any nonconforming characteristic fails the whole FAI until it's dispositioned. Your quality engineer opens the report, reviews each characteristic, and approves and signs the overall pass/fail. Only then does the tool issue the report: it emails the customer and engineering via Resend and exports the FAI as a PDF plus a results CSV.

What's inside the Implementation Plan

The downloadable plan is a step-by-step file you paste into an AI coding agent. It opens by interviewing you about your business — which FAI standard and form you follow (AS9102, PPAP, your own template), exactly how your characteristic list is structured and named, how your tolerances are written (bilateral, limit, GD&T, basic/reference), how you record measurements and from which gauges or CMM, your typical and peak characteristic counts, your sign-off rules, and the messy edge cases — and then it tailors the data model, the conformance math, and every later step to your answers. This is not a generic template; the agent reflects a short spec back to you and waits for your thumbs-up before it builds anything. From there it walks the agent through loading characteristics, recording results, computing conformance, the quality-engineer review-and-sign screen, issuing the report, the customer/engineering email, and the PDF + CSV export — each step with a ready-to-copy prompt. There's also a fallback so you can build the whole thing today even with no link to your existing quality system.

The governance it includes (this is the point)

This is an auditable quality record, so it ships with the controls a quality team needs: login so only your team can use it, row-level security so you only ever see your own organization's parts and reports, a complete audit trail of who recorded, reviewed, approved, signed, and issued which FAI and when, a hard human-approval gate so no report is issued and no customer email goes out until the quality engineer signs off, and duplicate guards keyed on part + revision + FAI number so the same first article can't be issued twice. Any nonconforming characteristic blocks the pass until it's dispositioned, the signed report is kept immutably, and a design or process change triggers a fresh FAI instead of quietly reusing the old one.

Who it's for

Quality engineers, inspectors, and quality managers in manufacturing, aerospace, and automotive who have to produce FAIs for new or changed parts and are tired of rebuilding the same spreadsheet for every part number. If you can describe how your shop balloons a drawing and decides a characteristic passes, you can build this.

You've got this — start with the plan, paste the first prompt, answer the interview, and you'll watch your first FAI report come together the same afternoon.