The patterns we see across stalled AI deployments — and the operating model that separates the projects that scale from the ones that don't.

Most AI advice focuses on models and prompts. The five identity and access questions that actually determine whether your AI deployment is safe in production.

Marketing has discovered the phrase 'zero-trust for AI.' What it really requires when you sit down to design it: five concrete primitives, not a product.