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AI for Professional Services.

Partners buried in work that could be extracted, compounded, and re-used. We free partner time, institutionalize knowledge, and build the retrieval layer your next hire actually needs.

AudienceLaw firms, accounting practices, consulting shops, research firms
Revenue range$8M, $50M
Common systems5 categories
Recent evidenceMid-market litigation firm recovered $1.4M in...
I · What we see

"Law, accounting, consulting, partner-led firms trapped in their own knowledge work."

Partners buried in work that could be extracted, compounded, and re-used. We free partner time, institutionalize knowledge, and build the retrieval layer your next hire actually needs.

The pattern is consistent enough across the firms we work with that we usually know the shape of the fix before the diagnosis call ends. Below, the three symptoms we hear most, and how we approach them.

II · Three Symptoms

What we hear before the call.

Pattern recognition · not generalism

These three show up in eight of ten diagnosis calls in this industry. If you recognize two, we're almost certainly a good fit.

01Partner time is the product, and half of it is lost to admin.Research, matter summarization, time capture, proposal drafting, client reporting, non-billable but unavoidable. We extract it from the partner's day.Symptom 1Of three
02Associate ramp is a two-year drag on the P&L.Institutional knowledge lives in partners' heads. We build the retrieval system that turns a year-one associate into a year-three contributor.Symptom 2Of three
03Knowledge evaporates when people leave.Matters, memos, past work, archived and forgotten. We ingest it with permissions intact, so the firm keeps what it paid for.Symptom 3Of three
III · What we'd build

Systems that fit this industry.

Drawn from real engagements

These five systems are the ones we most commonly commission for firms in this category. Your specifics will differ, these are the shapes.

I.

Matter & engagement summarization pipelines

II.

Associate-hours research retrieval (RAG)

III.

Proposal and scoping automation

IV.

Time capture & billing reconstruction

V.

Client reporting & deliverable assembly

Evidence · recent work

Mid-market litigation firm recovered $1.4M in unbilled partner time in Q1.

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No pitch. No fee. A written map of the two line items bleeding your business.