OCR & Handwriting Recognition for Pharmaceuticals & Life Sciences

Orqent Labs digitises document archives with confidence reporting on every field, so you know which pages need a human and which do not.

In pharmaceuticals & life sciences, GxP validation means every system change needs documented evidence before it reaches production. That single fact reshapes how ocr & handwriting recognition has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is regulatory dossier assembly, usually integrated against SAP. Every engagement opens with a measurement: the cycle time, the cost per transaction, or the error rate we are being asked to move.

Multi-model by default, so a provider outage is a routing decision rather than an incident. You own the code, the models where they are open-weight, and the documentation to run it without us.