Anyone who's worked in a pharma QA department knows the drill. Stacks of production paperwork, every entry checked by hand, every signature verified, every number cross-referenced against spec. It's slow. It's exhausting. And honestly, it's where a lot of costly mistakes slip through.
OCR was supposed to help, but it only reads text — it doesn't know if a value looks off or a step was skipped. AI-driven document review truly comprehends what it is examining. It detects variations that a weary reviewer at 6 PM may overlook, identifies missing signatures, and analyzes entries against predicted ranges.
This is precisely why the industry is moving toward AI-driven technologies for batch record review. Faster reviews, fewer errors, and QA teams able to focus on real problems instead of paperwork.
Determining whether your team is still utilizing the antiquated technique is worthwhile.
