Enterprises need a new system of record for AI agents. Context databases come in two varieties : operational & analytical. The key isn’t the databases themselves, it’s the feedback loops within them.
The move from manual context engineering to automated context platforms is inevitable. Context databases will be sold as standalone products & bundled. Enterprises will come out of this transformation for the better : with evolving systems that improve over time.