Workflow & Integration Automation for Legal Services

Integrations fail at three in the morning. Retry logic, dead-letter queues and an alert that reaches a human are not extras. They are the actual product.

In legal services, privilege and confidentiality mean data handling is scrutinised more than model performance. That single fact reshapes how workflow & integration automation 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 precedent research, usually integrated against document management. We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep.

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.