AI automation for Legal
NYC law firms — from Flatiron boutiques to Midtown AmLaw 200s — lose billable hours to document review, client intake, and matter research. We deploy AI contract analysis, intake chatbots, and research agents that recover 20+ billable hours per associate per week while keeping humans in control of every legal decision.
Legal — by the numbers
Real NYC results from our deployments
Onboarding time cut
50%
Contract review speed
5x faster
Billable hours recovered
20+/wk
NYC firms served
8+
What NYC operators tell us
Pain points in legal
The manual work that eats your team's week. We've seen these patterns across NYC operators — and we've automated all of them.
Document review bottleneck
Associates spend 30–50% of their week reviewing contracts, discovery, and due diligence documents. Most of that work is repetitive pattern-matching — perfect for AI, but with human sign-off on every red flag.
Client intake friction
New client intake means 5+ forms, conflict checks, engagement letters, and billing setup. The back-and-forth takes days. Clients walk to faster firms.
Billable hours lost to admin
Every associate loses 10–20 billable hours a week to scheduling, filing, time entry, and matter research. Those hours don't bill — but they're real time your firm pays for.
Matter research drudgery
Case law research, regulatory tracking, and competitive intelligence — your associates spend hours on Westlaw / Lexis searches that an AI agent can do in minutes, with citations.
What we deploy
AI solutions that actually fit
Concrete applications of AI for NYC legal businesses. Each one ships in 7–14 days, runs in your environment, and includes human-in-the-loop fallback.
AI contract analysis
An AI agent reads every contract, flags risky clauses against your firm's playbook, and produces a one-page risk summary. Associates spend their time on the red flags, not the boilerplate.
Client intake chatbots
An AI chatbot on your website qualifies leads 24/7, collects intake info, runs conflict checks, and books the consult directly on the partner's calendar. Time-to-response drops from hours to seconds.
Matter research agents
An AI research agent reads Westlaw / Lexis / court records, summarizes relevant cases with citations, and delivers a memo to the associate's inbox. 5x faster than manual research, with sources they can verify.
Automated billing & matter setup
Bots auto-create the matter in your practice management system, set up billing, generate the engagement letter, and file the conflict check — 90 seconds, not 90 minutes.
Legal in action
Real NYC result
One NYC operator. One deployment. Measurable outcome.
Flatiron District, NYC
50%
onboarding time cut
Client
Flatiron Legal
The challenge
A 15-attorney boutique firm was losing clients to faster competitors because new client onboarding took 5+ business days of back-and-forth on forms, conflict checks, and scheduling.
The solution
We deployed an AI intake chatbot, an automated matter-setup workflow, and an AI contract analysis agent for their M&A practice. Onboarding dropped to under 24 hours. Associates recovered 20+ billable hours a week on contract review.
The result
Client onboarding time dropped 50%, time-to-response dropped from 4 hours to under 60 seconds, and the firm closed 3 new M&A matters in Q2 that would have been unprofitable under the old workflow.
“We went from 5 day client onboarding to under 24 hours. The AI agent handles intake, document collection, and scheduling — our associates only step in for the legal work.”
— Jordan M., Managing Partner
How we deploy
The legal deployment sprint
From kickoff to production in 14 days. We've shipped this exact playbook for NYC legal businesses — here's what you'll see at each step.
Scope & risk audit
We interview partners and associates, identify the top 3 time-sinks, and map your matter workflow. We agree on a guard-rails policy: AI never makes a legal decision, only flags for human review.
Build in sandbox
We build the AI intake chatbot, contract analysis agent, and matter research agent in a sandbox. Partners review sample outputs and tune the firm's playbook.
Pilot deploy
We pilot with one practice group (usually M&A or commercial litigation). We tune prompts against real matters for 3 days before going firm-wide.
Rollout & train
We roll out across the firm, train every associate on the new workflow, and tune the playbook monthly based on the partner feedback.
Zero ongoing risk
Cancel anytime after implementation
10–14 day deployment
100% engineered, zero team downtime
Monthly tuning
Continuous monitoring & optimization
Where we work
NYC neighborhoods we serve
We're NYC-headquartered and we've deployed automation in these neighborhoods. Want someone local who gets the pace of business? You found us.
Legal FAQ
Questions we get asked
The most common questions NYC operators ask before hiring us — answered straight.
Ready when you are
Automate your legal business — live in 14 days.
Book a free 15-minute NYC AI Audit. We’ll map your workflows, identify the highest-ROI automation, and hand you a one-page opportunity map — no obligation.