regulated-industries
3 free lessons tagged regulated-industries across Business. Each one is a short sequence of focused steps with narration and a five-question quiz at the end — take them in any order, no signup required.
Validating a System Whose Behaviour Is Statistical
Validation was built for models that produce a number, not for systems that produce prose. This lesson covers conceptual soundness, outcomes analysis and ongoing monitoring applied to modern AI, what changes for generative systems, the pre-deployment evidence pack, and how to document a position when no framework covers your system.
Human Oversight and Audit Trails That Hold Up
Human oversight is the control regulators lean on hardest and the one most often decorative. This lesson covers the four conditions that make it real, how to evidence each rather than assert it, the override rate as the diagnostic, and the audit trail needed to reconstruct a single decision eighteen months later.
What a Regulator Actually Asks For
Regulated deployment is judged on evidence, not intent. This lesson covers the assurance vocabulary supervisors already use: three lines of defence, effective challenge, independent validation, and the model risk management tradition, including the 2026 shift from SR 11-7 to SR 26-2 and the gap it deliberately leaves.