The Challenge
The promise of agentic AI is immense, and the biggest AI and cloud providers are investing heavily in making it real. But getting to successful deployment at scale is hard. More than 90% of GenAI pilots fail to yield business returns. Off-the-shelf AI tools fail to deliver the ROI they promise. And the emerging managed agent runtimes are all built on the same architecture: sandbox-based, Python-only, and priced per agent session.



