Systemics Engineering & Executive Blog · Live Edge CMS
Production teardowns, token-economics models, compliance checklists, and architecture briefings from Systemics. Published instantly from Sanity Studio with zero build delay.
An AI training program for employees that changes behavior, not attendance: role-based curricula, measured adoption, game days, and a 4-week program outline.
AI platform team structure for mid-market regulated firms: platform vs embedded models, the first three hires in order, and when a fractional architect wins.
AI talent gap hiring trends for 2026: current labor-market data, real salary ranges, the case that the gap is overstated, and a build-buy-partner framework.
The skills to look for in AI engineers that actually predict performance: evals discipline, systems thinking, cost awareness, and the tests that surface them.
Key person risk engineering made measurable: the bus factor numbers, the exposure formula, four fixes ranked by evidence, and a 10-point continuity checklist.