AI for Real Business Impact: Empowering Employees & Driving Results

What happens when you apply AI models built for genomics and cancer research to credit underwriting? You get lower default rates, faster decisions and compliance-ready AI that actually works.

In this Talk AI Summit session, Marc Stein, Founder & CEO of Underwrite.ai, reveals how statistical machine learning—not LLMs—is driving real results in regulated industries by staying explainable, repeatable, and human-centered.Key Insights from the Session:

• Science meets finance: Genomics-based AI models applied to subprime lending (2:03)
• LLMs aren’t always the answer: Why compliance demands statistical AI with clear reasoning (4:07)
• The AI moment is now: Cheaper compute and faster networks are unlocking long-standing potential (5:28)
• Start with “why”: AI only works when it’s tied to business outcomes and KPIs (6:52)
• AI augments, not replaces: Free up experts to focus on complex tasks and drive growth (18:54)

If your industry demands accuracy, accountability, and efficiency, this session will reshape how you think about AI.