Most AI failures are workflow failures, not model failures. We focus on the operational seam where outputs become decisions and actions.
Engagements are intentionally narrow and practical: map one critical workflow, define controls, and make ownership explicit.
Who this is for
- Engineering and product leaders shipping AI features
- Operations teams responsible for production reliability
- Organizations needing stronger governance around AI decisions