AI copilots are no longer just retrieval engines. As expectations grow, they must evolve into dynamic systems that adapt to different kinds of users and contexts.
In this session, we’ll reimagine the Copilot as a living system – one that develops multiple “brains” over time, each tuned to serve distinct personas and their unique needs. Through technical deep‑dives, we’ll explore how these brains emerge, how they complement each other, and how they transform a Copilot from a static assistant into an adaptive, enterprise‑grade companion.
We’ll challenge the limits of basic RAG, uncover design patterns that blend retrieval, analytics, and orchestration, and share lessons learned from building systems that grow with their users.

Takeaway: You’ll leave with a new perspective on designing AI copilots – not as one‑size‑fits‑all tools, but as evolving organisms that learn to serve diverse personas with multiple brains.

Agenda
5:30 PM – 6:00 PM: Registrations
6:00 PM – 7:30 PM: Talk
7:30 PM – 8:00 PM: Networking and snacks