Compounding Intelligence : A Story of Turning AI Chaos Into Systems That Learn and Evolve

Your teams are using AI. Your costs are rising. Your board is asking questions you cannot yet answer.

Most companies adopting AI today are winning locally and losing structurally. The board, that asked for acceleration, is now asking for something harder: accountability.

Compounding Intelligence follows Arjun Rao, a CTO navigating this inflection point - from boardroom pressure, through the shadow AI, cost escalation, to the architectural reset that turns chaos into a system that learns. The story is fiction. The problems will feel familiar.

Tools improve output. Systems improve capability. The question is not whether your organization is using AI. It is whether your AI is building something that grows.

Foreword by Thomas H. Davenport