BOOK CONCEPT · DEFINED
The Capability–Deployment Gap
The capability curve describes what AI can do under favorable conditions. The deployment curve describes where those capabilities have been installed reliably in the world. The space between them is the capability–deployment gap.
Grounded in the published book sample · Updated July 16, 2026
A demo succeeds before procurement and integration exist
Access can be granted faster than judgment and process discipline can be taught
Different domains tolerate very different failure rates
Capability can jump
A new model can suddenly handle longer context, code, images, audio or tool use. Because the interface is direct, the improvement feels immediate.
Deployment moves through risk
Organizations must handle permissions, budgets, security, evaluations, escalation paths, monitoring and liability. A capability that impresses for five minutes may not yet belong in a process that runs thousands of times.
The opportunity inside the gap
Builders can translate raw capability into a dependable workflow. That work includes narrow scope, good data, evaluation examples, human review and a failure path—not just access to a model.