Product Design for Legal Services

Writing down what is explicitly out of scope is as valuable as the roadmap. Unstated exclusions become assumed inclusions, and that is where timelines quietly die.

In legal services, privilege and confidentiality mean data handling is scrutinised more than model performance. That single fact reshapes how product design 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 discovery document triage, usually integrated against billing systems. 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.