90
IATF 16949 window before a CAR is overdue
Cross it on a customer audit and the cert-withdrawal clock starts. A full re-cert is twelve months and tens of thousands of dollars.
Corrective actions stop slipping.
Scorecards stop dinging.
Certs stay current.
A Quality Actions Hub for $5–50M automotive and electronics suppliers. One inbox for every quality event. AI-drafted corrective actions a human checks. An audit trail that survives the audit.
The Stakes
90
IATF 16949 window before a CAR is overdue
Cross it on a customer audit and the cert-withdrawal clock starts. A full re-cert is twelve months and tens of thousands of dollars.
60
of CAPA audit findings are effectiveness-review failures
The fix shipped. Nobody verified it stuck. The auditor finds the same defect twice and the score drops.
3
scorecard dings before the next program goes elsewhere
OEM purchasing reviews the supplier scorecard every quarter. A pattern is a decision.
How it works
Try it yourself
A 90-second walkthrough. Scripted. No signup. No data leakage.
Why us
Industrial engineering degree. Time on Tesla's production floor. Currently a systems engineer at Boeing. In a vertical where the language is SCAR, 8D, PPAP, FMEA, and the 90-day IATF window, that background is the price of admission, not a nice-to-have.
Generic AI startups don't go this narrow because they don't speak the language. We do. The product is built around it.
The pilot
Sixty to ninety days. Service-assisted from day one. You log into a real product. We sit behind it.
Dream Outcome
Scorecards stay green. Certs stay current. The sentence "we got dinged" disappears from your week.
Likelihood
During pilots the founder reviews every categorization and polishes every drafted action. You are not the experiment. The automation is.
Time Delay
Audit-ready export by week two. You see the value before the second invoice clears.
Effort & Sacrifice
No new dashboard for your team to learn. No data entry. Onboarding is done by us, not handed to you.
Investment
$3,000/mo
+ one-time setup $2K–$3K · 60–90 day pilot · cancel anytime after week 4
The world you're operating in · live
Last refreshed 2026-06-29
Questions, answered
Next step
No demo. No pitch. You talk, we listen. You leave with one diagnostic insight about your corrective-action exposure, whether or not we end up working together.