The Hallway Track
Engineering Insights

Why Your Company Needs a Context Graph (and How to Build It) — Gil Feig, Merge

AI Engineer · Oct 09, 2026 · Engineering Insights

Every company needs a context graph as the foundational intelligence layer for AI agents.

Merge CTO Gil Feig argues that companies building AI need a structured 'context graph'—an aggregated corporate intelligence layer combining data from tools like Jira and NetSuite, static documents, and memory—to give agents reliable, traceable context. The talk covers context selection strategy and data traceability but is technology-agnostic. While the concept is practically relevant for enterprise AI teams, the content is a foundational architecture primer rather than a novel finding or announcement.

context-graph enterprise-ai rag ai-agents data-architecture

Watch / read the original source →