Proof is quiet. It shows up in the outcomes.

A few engagements, described with restraint. The details change; the pattern holds.

• Internal platform · agentic AILegal

  A US-based mid-market law firm (~$20M revenue)

  An agent-orchestrated platform spanning client intake, matter management, discovery, and delivery — built for the firm, deployed firm-wide, running in daily production.

  ~70%associate time reclaimed from intake and administrative work

  End-to-endintake · matter management · discovery · delivery

  Livein daily production across the practice
• Operations + Data foundationAEC

  A US-based mid-market AEC practice

  Two streams, one engagement. We started by removing manual touchpoints from core operating workflows, then unified the data behind them — so leadership stopped chasing numbers and started using them.

  ~99%manual click reduction across 3 core workflows, in 2 months

  2w → 1dCFO month-end compile, replaced by an automated daily report

  6siloed source systems unified into a single decision-ready estate
• Venture co-buildVenture

  A US-based pre-seed AI infrastructure venture

  Embedded with the founder from week one to design and ship a context-rich, multi-agent orchestration platform built for enterprise data realities.

  2wconcept to first working prototype, hands on keyboard

  15agents orchestrated in the initial production system

  Pre-seedstage at the start of the partnership