Monday, December 29, 2025

Unlocking a Trillion-Dollar Potential: The Power of Context Graphs in AI

Unlocking the Future of Decision-Making: The Rise of Context Graphs in AI

The landscape of enterprise software is evolving, and the pivotal question is not just about systems of record surviving but transforming. Jamin Ball’s insightful post, “Long Live Systems of Record,” argues that while agents are taking center stage, they won’t replace existing systems; they’ll elevate them.

Key Insights:

  • Decision Traces Matter: Capturing context around decisions—like exceptions and precedents—is crucial for understanding “why” actions were taken.
  • Context Graphs: These living records link decisions across time and entities, making them searchable and actionable.
  • Startups Leading the Charge: Innovative companies are embedding decision traces into workflows, paving the way for next-gen systems of record.

As AI integrates deeper into workflows, the emphasis must shift from mere data access to preserving the logic behind decisions.

Ready to explore the evolution? Share your thoughts and connect! Let’s discuss how decision traces can transform enterprise decision-making for the better.

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