AI Is Reducing the Routine Work That Trained Associates. Now What?

For decades, junior lawyers built judgment the same way: through years of repetitive, high-volume work under supervision. Document review, redlining, contract analysis. The work was rigorous, and it was the repetition and discipline that turned associates into trusted advisors. Now AI handles much of that manual work in a fraction of the time, and firms are seeing real efficiency gains. The harder question is what comes next: when the work that built professional instincts disappears, how do firms develop associates who can think strategically, build client relationships, and drive the kind of growth that sustains a firm for decades?

In this session, two former associates turned Litera consultants, Elena Kwon and Mike Trusca, join Dayle Hauserman to explore what a modern associate development model looks like in practice. The conversation is grounded in 30 years of working inside the daily workflows of the world's leading firms, and not only revisits standard practices, but poses what’s possibility looks like for future associates.


WHAT YOU WILL LEARN

• From Years of Grunt Work to Strategic Thinking: Associates used to build judgment through years of routine drafting before touching strategy. AI compresses that timeline. Learn how to rethink development so associates engage with substance earlier and build strategic thinking as a core skill, not a byproduct of seniority.
  
• From Back-Office Production to Client-Facing Sooner: Junior lawyers spent years behind the scenes before earning a seat at the table. When AI handles production work, there's no reason to wait. Learn how to get associates in front of clients sooner so they develop the trust-building instincts that make them indispensable.
  
• From Learning by Correction to Confidence: Accuracy used to come through years of redlines and senior oversight. That feedback loop was slow and expensive. Learn how AI grounded rules-based accuracy helps associates build confidence in their outputs from day one.
• From Billable Hours First to Growth-Minded: The old model delayed business development until partnership track, leaving senior lawyers who had never learned to sell. Learn how to connect associate development to the relationship intelligence and business instincts that create rainmakers earlier.