Case Study
Uncovering the "Hidden Factory" in Legal Ops
October 12, 2025
Our audit of a 50-partner law firm revealed 23 specific automation opportunities to reclaim 1,500 billable hours.
Many professional services firms feel "busy," but their revenue doesn't reflect it.
Our client, a mid-sized corporate law firm with 50+ partners, knew they had inefficiency problems. Their partners were spending too much time on non-billable admin, and client onboarding was a slow, manual process. They suspected technology was the answer but didn't know where to start.
We came in to find the "Hidden Factory"—the invisible, undocumented work that kills profitability.
Note: Identities have been anonymized for privacy. Detailed case studies are available upon request.
The Audit Process
We spent 15 days mapping their entire operational workflow, from the moment a potential client filled out a web form to the final matter-closing email. We interviewed partners, associates, and administrative staff to find the friction points.
What We Found: The "Death by 1,000 Cuts" There wasn't one single broken process; there were dozens of tiny, manual ones.
Duplicate Data Entry: Client details were manually typed into Outlook, then again into the Practice Management System (Clio), and a third time into Word contracts.
Email Triage: Senior partners were spending hours daily routing general inquiry emails.
Document Chase: Paralegals were manually emailing clients to remind them to sign documents, with no automated follow-up.
The Findings & Roadmap
We delivered a comprehensive report identifying 23 specific automation opportunities. The highest-impact findings were:
Automated Client Intake: Replacing PDF forms with a smart web portal that automatically creates the client record in Clio and drafts the engagement letter.
Email AI Triage: Implementing a secure LLM to read incoming emails, classify them (e.g., "New Matter," "Invoice Question"), and route them to the correct staff member or draft an automatic reply.
The Impact
Our roadmap projected a conservative reclamation of 1,500 billable hours annually across the firm by eliminating this administrative overhead. This is the equivalent of adding a new full-time revenue-generating associate without hiring anyone.
The Verdict: You cannot automate what you cannot see. A deep-dive audit is the first step to transforming a traditional firm into a modern, efficient practice.

