API Design & Integration for Pharmaceuticals & Life Sciences

Idempotency keys on every write endpoint prevent the duplicate-charge class of bug entirely. It is a small amount of work that removes an entire category of incident.

In pharmaceuticals & life sciences, GxP validation means every system change needs documented evidence before it reaches production. That single fact reshapes how api design & integration 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.

Deployed across regulated and unregulated sectors, with audit trails where the regulator expects them. You own the code, the models where they are open-weight, and the documentation to run it without us.