Avinash Kumar

Context Graphs for Proactive Enterprise Agents

This paper argues that genuine enterprise productivity gains require proactive agents: systems that surface relevant, actionable information to workers before they ask, and proposes the Context Graph, a live relational data structure that models enterprise entities, their relationships, and state transitions over time.