USE CASE · 01
Deposition summarization
Long-form transcripts condensed to partner-ready summaries with citations to page and line numbers. A 200-page deposition that took a paralegal a full day is reviewed in an hour.
Law firms
AI workflow systems for law firms.
Boutique and mid-sized firms run thin. Partners bill, associates draft, paralegals shoulder the document-heavy work — and there is always a backlog. We deploy AI workflows that take the most repetitive parts of the practice off your team's plate without changing how lawyers want to work.
AUse cases
What we actually build here.
USE CASE · 02
Discovery review
First-pass document review across thousands of files — privilege flags, responsive vs. non-responsive classification, with a verification queue so an attorney signs off before anything moves.
USE CASE · 03
Conflict checks and intake screening
Automated conflict-check searches across your matter history when a new lead comes in, plus a structured intake summary so the receiving attorney has the facts before the first call.
USE CASE · 04
Contract analysis
Clause extraction, risk flagging, and side-by-side comparison against your firm's preferred terms. Boilerplate reviewed in minutes; partner attention reserved for the negotiated provisions.
USE CASE · 05
Drafting assistants
Firm-trained assistants that produce first drafts of motions, briefs, demand letters, and engagement agreements in your house style. The attorney edits; they never start from a blank page.
USE CASE · 06
Matter management triage
Inbound client emails sorted by urgency and matter, routed to the right attorney, with a draft response queued for review.
BSafety & compliance
What we've learned here.
Attorney-client privilege is non-negotiable. We deploy on enterprise platforms with zero-data-retention guarantees and contractual commitments not to train on your firm's data — or, for the most sensitive matters, on locally-hosted models that never send data anywhere at all. Every workflow includes verification steps before AI output reaches a client.
CA typical engagement
What this looks like for law firms.
A typical law-firm engagement starts with a workflow audit ($1,500 Tier 2 in most cases). Our engineers shadow two or three of your most time-consuming workflows — usually depositions and contract review — and produce a written report with platform recommendations, security posture, and a fixed implementation quote.
Implementation runs four to eight weeks for a single workflow, longer for firm-wide rollouts. We document everything as we go, train your paralegals and associates directly, and stay on a retainer afterward so the system stays current with how your practice actually evolves.
DOther industries
Verticals we also serve.
A 30-minute call · No pitch
Let's find out where the
hours are going.
Book a free discovery call. We'll talk through what your team is doing, where AI could help, and where it can't. You'll leave with a clearer picture either way.