Document Processing & IDP for Pharmaceuticals & Life Sciences

Straight-through processing rate is the number that matters, what fraction completes with no human touch. We baseline it, report it, and improve it iteratively rather than promising 99% on day one.

In pharmaceuticals & life sciences, GxP validation means every system change needs documented evidence before it reaches production. That single fact reshapes how document processing & idp 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 batch record review, usually integrated against QMS. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.

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.