Context Graph in Production

​AI agents powered by context graphs could be one of the next major breakthroughs in enterprise AI. The real value comes from capturing rich decision traces—the "why" behind every action. By embedding this organizational context into AI agents, companies can preserve complex reasoning, exceptions, and human judgment, enabling systems that are more autonomous, trustworthy, and aligned with how work actually gets done.

​Today, we expect AI models to make sophisticated decisions without access to the institutional knowledge and precedents that guide human teams. As a result, employees still spend significant time reconstructing context across fragmented tools and conversations.

​Following two successful meetups, our third Context Graph event will dive deeper into this emerging paradigm. Join founders, investors, researchers, architects, and engineers to explore how context graphs and organizational intelligence are shaping the next generation of AI agents—and discuss the opportunities, challenges, and real-world applications driving this rapidly evolving space.