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Using Analytics and Predictive Modeling In Legal

For decades, in-house practitioners have chosen outside litigation counsel through instinct, personal networks and anecdotal experience, often defaulting to a familiar name, a trusted former colleague, or a firm remembered for a handful of “big wins.” More recently, some have attempted to bring data into the process, which while useful, rarely correlate with future performance in the unique circumstances of a new matter. Today, forward-looking general counsel are beginning to adopt the same kind of predictive analytics that have already reshaped other high-stakes industries.

7 minute read November 01, 2025 at 12:07 AM
By
James L. Michalowicz and Dan Rabinowitz
Using Analytics and Predictive Modeling In Legal

For decades, in-house practitioners have chosen outside litigation counsel through instinct, personal networks and anecdotal experience, often defaulting to a familiar name, a trusted former colleague, or a firm remembered for a handful of “big wins.”

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