Legal
Scaling M&A Judgment: How a National Law Firm Deployed Custom Agents with Ultimarii
National law firm · M&A benchmarking agents

~90%
Accuracy, with the rest reserved for human judgment
250+
M&A agreements benchmarked
~30 min
For analysis that once took days or weeks
The challenge
Senior lawyers could immediately tell when a clause was market-standard, drifting, or introducing hidden risk. But that insight lived in individual experience.
What Ultimarii did
Ultimarii did not begin with a generic benchmarking tool. Instead, we worked directly with senior M&A partners to design purpose-built agents that reflected how lawyers actually analyze deals.
The outcome
The firm didn’t use AI to reduce fees or cut corners. They used it to win better deals—with confidence grounded in market intelligence.
It’s the first time our instincts have become something the whole team can use. We don’t argue from experience alone anymore—we argue from evidence.
Full case study
Read the full case study

What’s inside
6 pages
- The Opportunity
- Ultimarii’s Approach
- The Solution
- The Impact
- The Bottom Line
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