Account

Sign in to access your account and subscription

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.”

This premium content is locked for Accounting and Financial Planning for Law Firms subscribers only

ENJOY UNLIMITED ACCESS TO THE SINGLE SOURCE OF OBJECTIVE LEGAL ANALYSIS, PRACTICAL INSIGHTS, AND NEWS IN Accounting and Financial Planning for Law Firms

  • Stay current on the latest information, rulings, regulations, and trends
  • Includes practical, must-have information on copyrights, royalties, AI, and more
  • Tap into expert guidance from top entertainment lawyers and experts

Already have an account? Sign In Now

For enterprise-wide or corporate access, please contact Customer Service at [email protected] or call 1-877-256-2473.

NOT FOR REPRINT

© 2026 ALM Global, LLC, All Rights Reserved. Request academic re-use from www.copyright.com. All other uses, submit a request to [email protected]. For more information visit Asset & Logo Licensing.

Continue Reading

Adverse Possessor Provided Insufficient Evidence to Support TackingTown’s Installation of Guardrails Did Not Constitute a TakingMortgagee Entitled to Deficiency JudgmentLandowner Adequately Alleged Trespass During Renovation

August 13, 2026

Agentic AI introduces risks that are novel and complex, but the most effective response is a familiar one. Zero Trust answers the problem of when an AI agent misfires on its own by constraining what an agent can do rather than betting on how it will behave.

August 01, 2026