Article

Your QA team should investigate exceptions — not reconstruct paperwork.

Every supplier sends evidence differently, so QA has to make sense of all of it — certificates, batch records, supplier declarations, test reports, traceability documents, spreadsheets, PDFs, emails —

Anoop VootkuriSeptember 15, 20262 min read

Every supplier sends evidence differently, so QA has to make sense of all of it — certificates, batch records, supplier declarations, test reports, traceability documents, spreadsheets, PDFs, emails — multiplied across suppliers, products and shipments. A large part of QA work becomes finding, assembling, comparing and checking information — work highly qualified people should not be doing.

Reconstruct every incoming batch. Turn every supplier submission, regardless of how it arrives, into one consistent batch record shaped Supplier → Inputs → Process → Batch → Certificates → Shipment. Now every batch can be evaluated in the same structure.

Check every batch. Investigate the exceptions. Compare the reconstructed record against their policies and required evidence: clean → pass through the workflow; missing evidence → flag it; policy exception → surface it; something unusual → send it to QA. Give QA the cases that actually require human judgement instead of manual review of everything.

Automate the work. Keep the judgement. Not removing QA from the process — removing the manual work surrounding QA. Less collecting → organising → cross-checking → chasing; more investigating → deciding → improving.

From audit preparation to audit readiness. An audit should not trigger a company-wide search for evidence. When the FDA or another regulator asks about a product, supplier or batch, the underlying record should already be reconstructable and its supporting evidence retrievable. Greater confidence in what entered your supply chain, what evidence supports it, and where the exceptions are.

What we need from you: bring a few real supplier submissions plus the policy your QA team checks them against. What you see: we reconstruct them into comparable batch records and identify what can be automated and what should remain with QA. When: working session.

Don't prepare for the audit. Operate in a state where you're ready for it.