How AI Is Transforming Batch Record Review in the Pharma Industry?

Walk into any pharma QA department and ask someone about batch records, and you'll probably get a tired sigh. These documents are rarely clean — think coffee-stained pages, handwritten corrections, initials crammed into tiny boxes, half-legible notes from three shifts ago. OCR was never built to handle that kind of chaos. It just grabs text, no context, no judgment. That's the real problem. A machine reading l