In this episode of Terminal Value, I'm joined by David Sosna, founder and CEO of Sympera AI, which raised a $10M seed round to bring agentic AI into relationship banking, to discuss why a copilot is the wrong model for enterprise AI, whether AI replaces relationship bankers or expands the market they serve, and why the real win is embedding AI into the banker's process instead of bolting on a chatbot.

We cover why relationship banking is a large, human, relationship-driven market, why more query and data tools never fixed the banker's day, how Sympera narrows a huge book down to a few fully-researched opportunities and tells the banker what to do next, how it blends public, purchased, and internal bank data without ever exposing what the bank holds, why betting on a single AI model is risky and how a multi-model stack with tuned tools answers it, why running everything through the most expensive frontier model doesn't scale, why banks that try to boil the ocean get nothing done, and why vertical AI's real edge is embedded judgment rather than a better chat box.

0:00 Hook: Why AI copilots fail without process redesign
0:45 Intro to David Sosna and Sympera AI
1:29 How relationship bankers grow and protect client relationships
4:04 Why CRM and data tools still depend on banker judgment
9:28 How Sympera narrows a market to five actionable opportunities
12:43 From bank priorities to ranked leads and next-best actions
16:39 Data security, lead accuracy, and continuous model validation
19:47 Feedback loops, inference cost, and scanning at scale
24:46 Why Sympera uses multiple models and keeps outreach human-reviewed
29:22 Bank targeting, pricing, and the work of changing user behavior
34:53 Salesforce, vertical AI, and the future banking agent stack
41:38 AI-native teams, banker productivity, and why copilots fall short
49:05 Closing takeaways