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Lighthouse AI Academy Series

From AI curiosity to confident execution—one session at a time.

Building a Quantifiable Business Case for AI

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What makes AI “better” and how do you prove it? 

AI in litigation isn’t just about reviewing faster—it’s about working smarter, safer, and more strategically. From reducing risk and sharpening case strategy to improving client value and professional growth, the impact of AI extends far beyond efficiency. But how do you quantify those benefits for clients and stakeholders within your law firm? 

In this session, Lighthouse experts provide a practical, litigation-focused framework for eDiscovery practitioners, associates, and partners at AmLaw 200 firms who want to evaluate and communicate AI’s measurable impact in fact finding and discovery. You’ll learn how to define, calculate, and demonstrate AI’s value across the areas that matter most to today’s firms and clients: 

  • Efficiency gains: quantifying not just reductions in review time, but speed-to-insight  
  • Risk mitigation: measuring improvements in consistency, recall, and defensibility 
  • Strategic advantage: showing how earlier insights shape litigation strategy 
  • Client value and cost control: reframing cost-to-result in terms clients care about
  • Professional impact: elevating associates and teams through higher-value work 

We’ll show you how to benchmark and clearly communicate those values to in-house counsel, firm leadership, and peers—building AI buy-in while equipping you to guide both internal teams and external clients on its use.

Part of Lighthouse’s AI Academy, equipping legal professionals to go from AI interest to confident execution. 

Learn more about our AI Academy series

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Featured AI Experts

Paige Hunt

Paige Hunt

Vice President
Lighthouse

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Cassie Blum

Cassie Blum

Senior Director, Review Consulting
Lighthouse

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Sarah-Moran

Sarah Moran

Solutions Marketing Director
Lighthouse

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Lighthouse AI Academy Series

From AI curiosity to confident execution—one session at a time. 

The Lighthouse AI Academy is your blueprint for moving from interest to impact with AI. This dynamic virtual series delivers practical strategies, real-world success stories, and expert insights to help you break through barriers, build momentum in your practice, and scale AI where it matters most for your clients. Along the way, you’ll hear directly from those who are pioneering AI at large law firms: what’s worked, what hasn’t, and what’s next. Whether you’re navigating roadblocks, building a business case, or searching for your next AI use case to stand out to clients, each session offers the clarity and confidence to take action today. 

Watch, learn, and lead the way forward with AI.