Contract Analysis Engine — Corporate Law Firm
40%→8%
Associate time on first-pass contract review
2.8×
More contracts reviewable per associate
96%
Clause identification accuracy vs. senior review
4.8★
Associate satisfaction with the tool
The Challenge
Associates were spending 30–40% of their time on first-pass contract review — identifying non-standard clauses, missing provisions, and deviations from the firm's preferred position templates. Repetitive, high-volume work was a significant contributor to associate burnout.
What We Built
We built a custom contract analysis engine fine-tuned on the firm's preferred position playbooks and annotated contract library. The engine identifies clause-by-clause deviations from preferred positions, scores overall risk, and produces a structured redline summary report — giving associates a starting point rather than a blank page.
“Associates used to dread contract review. Now they use the engine's output as a starting point and focus on the judgment calls that need a lawyer.”
— Managing Partner, Corporate Practice
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