Teaching AI the “Why” Behind Decisions: A Trillion-Dollar Opportunity

AI Agents backed by context graphs could be the next big opportunity. The value lies in capturing rich decision traces—the “why” behind every action. By embedding these nuances into AI agents, organizations can truly understand the complex reasoning, exceptions, and human judgment that shaped them—enabling more autonomous and trustworthy systems.
Today, we ask AI models to make complex decisions without access to organizational precedents. Without this captured reasoning, employees are left to manually piece together context across disconnected tools.
Following our inaugural meetup, this second Context Graph event will explore this paradigm shift. Join founders, VCs, architects, and engineers to discuss how capturing organizational intelligence will unlock the next generation of truly capable AI systems.
Agenda
5:00 pm – Check-in & Networking
5:20 pm – Introductions & Welcome
5:30 pm – Context Graph Panel Discussion withJaya Gupta, Partner, Foundation Capital
Emil Eifrem, Founder and CEO, Neo4j
Apurva Garware, AI Product leader, Trust & Knowledge Graph Infrastructures, and former CPO, Invisible Technologies
Andres Espinosa, CTO, bundleIQ
6:15 pm – Technical TalksTalk 1: Graph Memory with Will Lyon
Talk 2: Cognee with Vasilije Markovic
Talk 3: Building the right context with Jessica Talisman
7:45 pm – Wrap-up, Q&A,
8:30 pm Closing Conversation
Drinks and food will be provided.