Decision Models Are the Missing Layer in Agentic Work

Decision Models Are the Missing Layer in Agentic Work To move from generated intelligence to dependable enterprise decisions, organizations need more than a language interface. They need a Decision Model that connects the business context, constraints, alternatives, human judgment, authority, approved action, and measured outcome. The missing layer is not a universal claim about one […]

Organizational Singularity: Human Orchestration for Industrial Resilience

Organizational Singularity: Human Orchestration for Industrial Resilience I recently listened to Peter Diamandis and Salim Ismail discuss the Organizational Singularity on the Moonshots podcast. I highly recommend watching the episode, because they are putting words around a shift that is going to matter to every serious operator, founder, and investor working with AI. Kimaru is […]

Supply Chain Decisions for Industrial Resilience

Supply Chain Decisions for Industrial Resilience High-tech robots assembling a car in a modern factory setting. Photo by Hyundai Motor Group / Pexels. America and its allies are rediscovering a hard truth: the future is not built in software alone. AI, defense systems, chips, energy infrastructure, rockets, data centers, advanced manufacturing, and modern logistics all […]