Atlas: Proactive Context Intelligence & Drift Detection
Transformed Atlas into a proactive intelligence layer — drift detection surfaces messaging inconsistencies, gap detection finds stale knowledge, and agent learnings capture what the team's AI tools discover.
The big pivot: Atlas went from reactive (“ask me things”) to proactive (“here’s what you should know”). The headline feature is drift detection — it watches team messaging, product positioning, and priorities across the company’s core tools, then surfaces inconsistencies before they become problems. Added gap detection to find stale or missing knowledge, context bundling to give agents relevant context automatically, and an agent learning system that extracts structured insights from how the team’s AI tools work. Deprecated half the original capabilities to focus on what actually mattered.