Managed Support & AMC for Legal Services

Monitoring only works if alerts reach a human who can act. A dashboard nobody watches is a record of what went wrong, not a system that prevents it.

In legal services, privilege and confidentiality mean data handling is scrutinised more than model performance. That single fact reshapes how managed support & amc 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 matter summarisation, usually integrated against e-discovery platforms. We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong.

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.