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  4. Measuring AI ROI in Legal: From Pilots to Business Cases
Legal Operations KPIs Global chapter

Measuring AI ROI in Legal: From Pilots to Business Cases

How legal teams can prove adoption, value, risk reduction, and productivity without overclaiming.

Legal teams are running AI pilots, but many still lack a credible way to show ROI. This session focuses on practical AI value measurement: adoption, trust, quality, cycle time, risk reduction, productivity, and how to turn pilot data into a defensible business case.

Takeaways

• Define AI ROI beyond time savings, including quality, risk, adoption, and business enablement.
• Select pilot metrics that survive finance, GC, and business scrutiny.
• Create a simple AI ROI scorecard for pilot-to-production decisions.
Date Wednesday, October 14, 2026
Time 5:00 PM – 6:30 PM GMT-4
Location Remote
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Legal Operations KPIs Book ISBNs: 979-8865273028 | 979-8324120009 | 979-8300698188 | 979-8257262944
Law Firm KPIs Book ISBNs: 979-8296184078 | 979-8274525633 | 979-8279450398
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