Trace every defect, deviation, and process decision to its source.

The problem

Production teams need fast recall across SOPs, batch records, quality checks, supplier specs, and operator notes — usually under time pressure, while a line is down or a batch is on hold.

What MAIC does

With those documents in a MAIC project, the team can ask what changed, what the procedure says, or what happened last time — and get an answer with citations to the exact batch record or SOP revision, before anyone changes a line or releases a batch.

Questions teams ask

• What changed before batch 42 drifted out of spec?
• Which SOP revision covers the new cleaning cycle?
• Have we seen this defect signature in previous quality checks?
• What does the supplier spec allow for incoming material tolerance?

How answers stay grounded

MAIC never invents data. Every answer is assembled from excerpts retrieved out of what your team actually uploaded, with the supporting documents cited alongside — so people stay in control of the call, with the evidence in front of them. If the uploaded records don't contain the answer, MAIC says so.

Get started

Get early access, explore the other use cases, or read how MAIC protects project data.