HITL — Human-in-the-Loop — as an organizational design standard, not a safety checkpoint.
Everything below is the written record behind the interactive dashboard: the methodology itself, how it plays out across a real business domain, and what it means for the people doing the work. Start with Core Methodology if you're new here.
Why We Built This
HAL 9000, from 2001: A Space Odyssey, is arguably the most famous AI in history — and had no human oversight, no decision rights framework, no human in the loop, by design. This framework is the architectural answer.
The conceptual foundation — read these first.
Human Resources, mapped end to end across six value streams.
What AI-driven maturity means for the person in each role, not just the process.