Four patterns the writing is built from.

A three-zone model for allocating marketing decisions between AI and humans by stakes, not seniority. AI-Primary: reversible, high-volume, AI acts. Collaborative: AI drafts, a human decides before it goes external. Human-Primary: irreversible or legally exposed, a person owns it. Proportional governance took adoption to 84% and cut compliance violations 67% across 16 launches. →

A five-stage model for why most enterprise AI dies in proof-of-concept. Excitement. Scoping. Sandboxing. Stall. Abandonment. The trap springs at Sandboxing, because IT security, procurement, and legal were not in the room when the pilot was scoped. →

A three-layer model for building enterprise buyer trust when the product does something buyers have never bought before. Technical Trust: it works. Operational Trust: my team can run it. Strategic Trust: my career survives it. Most vendors pitch the first layer and lose on the third. →

A four-plank model for closing the GTM gap between what a product does and what a buyer believes it will do for them specifically. The planks are: Evidence, Analogy, Proof Point, Transfer. Skip the Transfer plank and you lose the deal in the buyer's quiet moment between two meetings. →