Growth focus
AI for Legal & Professional Services
Contract analysis, discovery workflows, and retrieval systems at enterprise scale.
Business outcomes AI can move
- Increase billable utilization by cutting research time
- Win more matters with faster proposal turnaround
- Reduce contract review cost per deal
- Improve client retention through faster deliverables
AI capabilities
Each capability maps to a business KPI, revenue, cost, risk, or cycle time, not model accuracy on a slide.
Revenue
Business development agents
Research prospects, draft personalized pitches, and track relationship signals, more qualified pitches per partner hour.
Cost
Contract review & extraction
Surface obligations, risks, and deviations across hundreds of agreements, associates review exceptions, not every clause.
Risk
Compliance monitoring
Continuous scanning of regulatory changes against client obligations, fewer missed deadlines and write-downs.
Cycle time
Matter research & RAG
Governed retrieval across precedent, filings, and internal memos, hours of research compressed to minutes.
Production use cases
- Contract review & extraction
- Matter research & RAG
- Compliance monitoring agents
The Production Standard
The Production Standard
Six commitments contracted in writing on every engagement.
01
Deploy or redirect
If AI isn't the right tool, we say so in week one and redirect budget to what will ship. No POC theater.
02
Metrics before models
Business KPIs locked in discovery. Model selection follows the metric, not the hype cycle.
03
Governance from day one
Model cards, access controls, evaluation harnesses, and audit trails, not a compliance bolt-on at go-live.
04
Production artifacts
Deployed code, monitoring dashboards, CI/CD pipelines, and incident runbooks. Not recommendations for someone else to implement.
05
6-week production target
Scoped projects designed for production in 6–10 weeks. Boutiques move; global programs wait for steering committees.
06
Capability transfer
Your team can operate, extend, and maintain what we build. IP and documentation transfer is included, not upsold.
Every scoped project includes a production deliverable checklist signed off before close. If we can't commit to deployable output, we won't take the engagement.
Selective intake · Q2 2026
Your next system shouldship to production.
Agentic development from architecture through deployment, with the Production Standard contracted in writing.