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Industry — Legal & Professional

Legal work is
document work.
AI makes it faster.

Contract review, legal research, intake, timekeeping — every law firm has the same bottlenecks. We deploy AI that redlines contracts, searches your case files, qualifies new matters, and drafts billing narratives — with privilege preserved and bar compliance front-of-mind.

Contract review
10× faster
Research depth
Your full case archive
Engagement
60–120 days
What we deliver

Specific deliverables.
No vague outcomes.

Every engagement ends with something you can point at. Code that runs, documents that inform decisions, teams that got better. No fluff, no deck-only deliverables.

01

Contract redline & risk flagging

Upload a contract, get an annotated redline against your firm's preferred positions in minutes. Risk flags on unusual clauses, deviations from standard positions, and missing protections.

02

Research agents on your case files

Private research agents trained on your firm's historical matters, briefs, and memos. Ask a question, get an answer with citations — from your own knowledge base, not just public sources.

03

Client intake automation

Intake agents that qualify matters, run conflict checks, collect documents, and route to the right attorney. Reduces rainmaker time spent on unqualified leads.

04

Timekeeping & billing narratives

Draft billing narratives from your calendar, emails, and document activity. Attorneys review and approve — no more Sunday-night time entry marathons.

05

Document automation

Generate standard documents (NDAs, engagement letters, basic pleadings) from client intake data. Your template library, your quality control, your brand.

Methodology

How we work.
Predictable. Scoped. Priced.

Solo practitioners and small firms start with Coaching. Firm engagements begin at $25,000 for Implementation. All engagements include privilege-aware architecture and bar-compliance review.

Phase 01

Diagnose

2 weeks

Map your firm's practice areas, document management, intake flow, and time-keeping process. Identify the 3 highest-leverage automations for your practice mix.

Phase 02

Design

1–2 weeks

Architecture with privilege preservation, bar-compliance review, integration plan. Reviewed with your managing partner or GC before build.

Phase 03

Deploy

6–8 weeks

Build integrations, train agents on your files (securely), wire workflows. Shadow-mode trials on historical matters before live rollout.

Phase 04

Develop

2 weeks + 90-day support

Train attorneys and staff. Runbooks, ethics considerations, quality review procedures. 90 days of support to iterate.

Who it's for

You might be one of these.

Persona 01

Solo & small firm practitioners

Pain

Doing everything yourself. Admin and research eating billable hours.

Outcome

AI handles first-pass research and drafting. You bill the high-value work. Realize 5–10 more billable hours/week.

Persona 02

Mid-sized firms (5–50 attorneys)

Pain

Partners stuck doing work associates should do. Associates buried in doc review.

Outcome

First-pass review and research automated. Associates focus on analysis. Partners focus on strategy and clients.

Persona 03

In-house legal teams

Pain

Contract volume outpacing team size. Business units want faster turnaround.

Outcome

Contract review turnaround cut by 60–80%. Team handles 2–3× volume without adding counsel.

What you leave with

Measurable outcomes.

We don't sell effort. We sell results. Every engagement is scoped against specific outcomes — and we measure them before and after.

  • 0110× faster contract review with risk-flagged redlines
  • 02Research powered by your firm's full knowledge base, not just Westlaw
  • 03Intake time cut by 80% with qualified-lead routing
  • 045–10 more billable hours/week per attorney
  • 05Privilege-preserving architecture with audit trails
  • 06Bar-compliance documentation for ethics reviews
Questions, answered

What you're probably wondering.

  • Systems run in your infrastructure — your AWS, GCP, or on-premises. Case data never leaves your environment. For Claude API usage, we use Anthropic's enterprise data handling (prompts not used for training) and structure interactions to preserve privilege.
Start with Legal & Professional

Ready to talk?
We're listening.

Tell us what you're trying to solve. We reply in 24 hours with a read on feasibility and scope. No decks, no slow proposals.