Solution
For QA, MSAT, and manufacturing operations leaders in regulated production: batch records digitized and validated against the master record, so release decisions stop waiting on paperwork.
The problem
Checking printed forms, equipment printouts, and logbook pages against the master batch record is manual work sitting directly on the critical path to release.
Shop-floor reality is handwritten entries, scanned pages, and instrument printouts — data that never made it into the MES.
An audit or inspection question sends the team hunting through paper archives, page by page, batch by batch.
The product, not a promise
How it works
Ingest batch records from shop-floor systems, scanned forms, and logbooks — including handwritten entries.
Pull weights, readings, and operator entries from forms, logs, and equipment reports into structured data.
Check every data point against the master batch record and its expected ranges.
Route deviations and out-of-spec values into QA investigation and sign-off workflows.
Version every record and keep a digital archive that answers audits and inspections instantly.
Who it's for
QA reviewer
MSAT / manufacturing operations
Quality director / auditor
Batch release decisions wait on paperwork. Batch manufacturing records arrive as printed forms, scanned pages, equipment printouts, and handwritten logbook entries — and reconciling them against the master batch record is slow, manual work that sits directly on the critical path to release. Batch Manufacturing Records Automation turns those records into structured, validated process data.
The system ingests records from shop-floor systems, scanned forms, and logbooks, handling electronic documents, printed materials, and handwritten notes. Extraction models pull every meaningful value — weights, instrument readings, timestamps, operator entries — and align each one to the corresponding step in the master batch record. Every data point is recorded with its timestamp and a reference to the exact source page it came from, so the structured record never loses its connection to the original evidence.
Each extracted value is checked against the expected ranges defined in the master record and relevant SOPs. In-spec data flows through; anything out of range or inconsistent opens a deviation, routed to QA for investigation and sign-off before the batch moves forward. The system prepares the evidence, and the QA reviewer makes the release call. Versioning preserves the full evolution of every batch record, so MSAT and QA teams can see how the record got to its final state, not just what it says now.
In regulated manufacturing, the record is the product’s license to ship. Because every entry is traceable to its source and every deviation carries its investigation trail, the digital archive answers audits and inspections directly — no reconciliation sprint, no hunting through binders. Reconciliation time drops, and release decisions are made on complete, verified data rather than on whichever pages happened to be checked.
Objections, answered
Every extracted value carries a reference to the exact source page it came from, and uncertain reads are flagged for human confirmation rather than silently accepted. Verifying a value means looking at the original entry, one click away.
Yours. Validation runs against your master batch record and the relevant SOPs — expected ranges, required steps, sign-off points. The system enforces the standard you already wrote.
A versioned digital archive where every entry is traceable to its source and every deviation carries its investigation and sign-off trail. Inspection questions are answered from the record directly, without a reconciliation sprint.
It works on the records you already produce — MES output, scanned forms, logbooks, equipment printouts. Your existing systems stay in place; most teams start with one product line and expand.
Watch it go from scanned pages to validated, step-aligned data with deviations routed to QA — live.
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