How a New York Law Firm Recovered 12 Billable Hours Per Attorney Per Week
A mid-size litigation firm in Manhattan was spending 35% of attorney time on non-billable administrative work. An AI implementation specialist changed the ratio without changing the staff.
Attorneys are expensive. At a mid-size litigation firm in Manhattan, senior associates bill at $450–$650 per hour. Partners bill higher. Every hour those attorneys spend on non-billable work — drafting routine client emails, summarizing discovery documents, researching standard procedural questions, tracking case status across matters — is an hour of lost revenue.
The firm's managing partner estimated that senior attorneys were spending 12–15 hours per week on work that didn't require their judgment — just their time and their access to the case files. At a blended billable rate of $500/hour across the team of 14 attorneys, that's $84,000–$105,000 per week in potential revenue that was being spent on administration.
What they implemented
An AI specialist with legal sector experience built a system in four parts:
1. Document summarization pipeline. Discovery documents, deposition transcripts, and case files are fed into an AI summarization system that produces structured summaries with key facts, dates, parties, and flagged issues. What took an associate 3–4 hours now takes 20 minutes of review.
2. Client email drafting. Routine client update emails — case status, next steps, document requests — are drafted by AI based on case notes and templates the attorneys approved. Attorneys review and send. What took 45 minutes of drafting takes 8 minutes of review.
3. Research assistant. Standard procedural questions, jurisdiction-specific rules, and precedent lookups are handled by an AI research layer. Attorneys get a structured answer with source citations in minutes rather than hours.
4. Matter tracking dashboard. A central dashboard shows all active matters, upcoming deadlines, pending client communications, and outstanding tasks — populated automatically from the firm's existing case management system.
Total implementation: $18,500. Timeline: six weeks.
The result
Attorneys reported recovering an average of 11–13 hours per week of previously non-billable time. Not all of that converted to billable hours — some went back to attorneys as personal time, which improved retention — but billing increased by an estimated 18% in the quarter following implementation.
The implementation paid for itself in the first two weeks.
[Find AI specialists for law firms →](https://justlistai.com/city/new-york)
Ready to take the next step?
JustListAI is Greater Vancouver's free local directory for AI practitioners. No commission. No fees. Direct contact.
Find AI specialists for law firms →More Insights
Career Transition
The Layoff Everyone Saw Coming — And the Move Most People Don't Consider
For Business Owners
You Don't Need to Understand AI to Use It. You Just Need the Right Person.
Getting Started
Your First AI Client Is Closer Than You Think
Industry Perspective
AI Is Not Replacing Your Job. It's Replacing the Version of You That Didn't Adapt.
Find AI Professionals by City