COA-to-Spec Checker | Real Minds AI
Agriculture & Primary IndustryDecisioning

COA-to-Spec Checker

Reads each supplier Certificate of Analysis, compares every parameter against your approved master spec, and flags out-of-limit or missing values with the source cited — holding each exception for QA to clear, never releasing a lot itself.

How it would work

One agent, grounded in your library, with citations on every paragraph.

01 · input
Member question
02 · agent
Your agent
03 · output
Cited answer or escalation
The problem it solves

Certificates of analysis arrive as non-standard PDFs from dozens of suppliers, and a quality officer reads each one against the master spec by hand — 10–15 minutes a document. The cost is twofold: highly trained QA staff spend the day as data-entry clerks, and a pH or allergen value outside limits can slip through at speed, which is how most food recalls start.

This pattern extracts the values from each COA, compares them to your encoded master spec, and flags anything out of range or missing — citing the exact spec clause and the source line on the document. Each exception sits in a queue for QA to clear. The tool never approves a lot release; a named person signs off every one.

TA
Tracy Anthony · Co-Founder & CEO · wrote up this design
What it would take to build

Estimated build: 3–4 weeks. Most of it is template work we've already done.

Estimated build time
3–4weeks
Diagnostic · build · soft launch · review.
Reused from template
~70%
Agent shell · retrieval · audit · deployment.
Bespoke to this skin
~30%
Master-spec encoding, per-supplier COA layouts.
stack · Microsoft Copilot · vision extraction · spec database · review UI
What it would cost for your org

Fixed scope, fixed price, fixed dates.

The cost band reflects the engagement shape, not a per-feature line item. We work on fixed scope, fixed price, fixed dates — see the services catalogue for what falls inside each band.

Engagement band
A bite-sized first piece → pilot build → embedded support. Start small, scale on proof — most builds land in the pilot band.

Considering this for your org?

The honest place to start is a bite-sized first piece — one contained change, low risk. Tell us where it hurts; we’ll play it back, scope it, and show you what’s possible.

Book a call →How we work →
Events Assessment Proof Talk to us
Ask us anything