Essential if you've graduated past basic AI experimentation and need serious visibility, cost tracking, and governance over your AI workforce. Automatically maps out shadow AI tools and visualizes active prompt loops without manual tracking. The ability to extract high-performing AI workflows from top team members and scale them across departments is a massive productivity win. Plus, mapping API spend directly to specific outcomes makes ROI clear.