I recently faced a simple but revealing moment: a team member asked our internal AI agent, "What's the status of the build for project X?"

The agent surfaced a Slack thread, but missed key details buried in a Google Doc and a ticket in Linear.

The result: confusion, duplication of effort, and frustration.

That triggered an all-too common...