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White paper

From implementation to accountability

A practical framework for measuring AI value in legal departments

The experimentation phase of AI in legal departments is over. Now comes the critical challenge — proving ROI and demonstrating measurable value from your AI investments.

Sterling Miller, four-time general counsel and recognized legal operations expert, provides corporate legal leaders with a practical framework for measuring AI impact across three essential dimensions — cost savings, time efficiency, and strategic value. This comprehensive guide moves beyond adoption to accountability, offering proven methodologies for tracking performance, avoiding common pitfalls, and communicating results to C-suite stakeholders.

Learn how to:

  • Establish baseline metrics and defensible KPIs
  • Distinguish between general AI tools and fiduciary-grade legal AI solutions
  • Build measurement frameworks that match business objectives
  • Report clearly to both legal teams and executive leadership
  • Avoid common measurement mistakes that undermine AI program success

For legal departments ready to transform AI from an expense into a demonstrable competitive advantage, this white paper delivers the strategic roadmap and practical tools needed to measure, manage, and communicate AI value effectively.

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