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
Qualify IT Solutions is a startup company specializing in engineering, design, CSV, CQV, and SQA services for the infrastructure, pharmaceutical, biotechnology, and software industries. We provide expert solutions for world-class pharma facilities, supporting projects from concept to operation with skilled CSV & CQV engineers and global subject matter expertise. Our services include validation of process equipmen
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