Case studies

Systems we've designed, built, and deployed.

Each engagement starts with a workflow and an outcome. Below are two systems now in production, described qualitatively — we publish numbers only when a client approves them.

Legal

CounselIQ — contract intelligence

Challenge: Legal teams spend hours per agreement on first-pass review, and the knowledge from each review rarely survives past the deal.
Approach: A grounded review system that extracts clauses, flags deviations from the firm's standards, and cites its sources — with the attorney approving every conclusion.
Result: First-pass review becomes a check rather than a read, and the firm's positions accumulate in a reusable knowledge base.

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Operations

Queue — dispatch and scheduling intelligence

Challenge: Operations teams manage the day reactively, with exceptions surfacing only after they've already cost time.
Approach: A scheduling and dispatch layer that ranks the day's work, surfaces conflicts early, and routes exceptions to a human on the loop.
Result: Coordinators work from one prioritized view instead of chasing updates, and exceptions get handled before they cascade.

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