Hoc is the technical realist, obsessed with the hard “how.” As an expert in data, AI, and enterprise‑scale architecture, he focuses on the Enterprise Readiness Gap: the tech debt, API design, security, and data‑silo blockers that quietly kill most agent pilots. He brings the concrete playbooks that turn promising prototypes into production‑grade systems that operators can trust.