AI Agents for Legal Teams.
Junior associates spend 40%+ of billable hours on work that follows predictable patterns — contract review, conflict checks, intake processing, billing narratives. We build agents that handle the pattern-matching so qualified legal professionals can focus on the judgement work that actually requires them.
Built for a profession where trust is everything.
Legal AI has to earn its place carefully. Here is exactly how we approach it.
Human-in-the-loop by design
No agent in our legal stack makes autonomous decisions on client matters. Every output — flagged clause, drafted document, billing entry — requires attorney review and approval before it is acted on.
Full audit trail on every action
Agent actions are logged with timestamps, inputs, and outputs. You can reconstruct exactly what the agent reviewed, what it flagged, and what a human approved — essential for professional responsibility and file documentation.
Confidentiality posture
We architect legal agent systems with data isolation by matter and by client. No cross-matter data bleed. We can work with on-premise or private cloud deployments where data residency is a requirement.
No legal advice. Legal tools.
Our agents assist qualified legal professionals. They do not provide legal advice, make legal judgements, or replace attorney oversight. We build tools for lawyers — not tools that pretend to be lawyers.
Four workflows where legal teams lose the most time.
Each one is automatable. None of them remove attorney oversight.
Clause flagging & risk review agent
The problemJunior associates spend hours reviewing contracts for standard risk clauses — NDAs, limitation of liability, indemnification, IP assignment. At $200–$400/hr billed, this is expensive work that a machine can do faster and more consistently.
The agentThe agent reviews uploaded contract documents against a firm-defined clause library. It flags non-standard terms, missing provisions, and high-risk language — then presents a structured summary with clause locations and recommended actions. Associates review and decide. The agent does the reading.
Conflict check & intake automation agent
The problemNew client intake involves gathering matter details, running conflict checks against existing clients, and routing to the right practice group — a process that can take hours and often falls to senior staff.
The agentAn intake agent collects matter details via a structured form or voice call, runs an automated conflict check against your matter management system, and generates a pre-populated intake summary for partner review. What takes 2–3 hours of admin work takes 8 minutes.
First-draft generation agent
The problemRoutine documents — engagement letters, NDAs, standard agreements, demand letters — follow predictable templates. Drafting them from scratch every time is a poor use of qualified legal time.
The agentThe agent generates first drafts from matter intake data and firm-approved templates. Output is a structured Word document ready for attorney review and edit — not a finished product, a strong starting point. Attorneys still review, revise, and sign off. Always.
Billing narrative & time capture agent
The problemAttorneys consistently under-record billable time. End-of-day reconstruction is inaccurate, and writing billing narratives is a task nobody wants to do — leading to write-downs and revenue leakage.
The agentThe agent monitors activity across email, calendar, and document edits to suggest time entries with pre-written billing narratives in your firm's style. Attorneys review and approve — the agent drafts, they decide. Captures what would otherwise be lost.
What moves when you automate the pattern work.
Associates review 10× more contracts in the same time when an agent handles the first-pass clause scan and summarisation.
Intake processing time drops from hours to minutes when conflict checks and matter routing run automatically.
Every agent action is logged with an explainable audit trail — critical for professional responsibility compliance and malpractice defence.
Human-in-the-loop design throughout: agents surface, flag, and draft. Qualified attorneys review, decide, and sign off. Always.