careers
3 free lessons tagged careers 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.
The Competencies: What You Need to Know, and How Deep
AI governance sits at the intersection of four competency areas, and almost nobody arrives holding all of them. This lesson sets out what each requires and how deep it must go: regulatory literacy, enough technical understanding to ask the right questions, assurance discipline, and the organisational skill the function runs on. It closes on certifications and what they are worth.
The AI Governance Function: What the Work Is and Who Does It
AI governance is a body of work before it is a job title, and most of it is done by people whose title says something else. This lesson sets out what the work consists of, how it splits across legal, risk, data protection and engineering, why a dedicated role appears at some scales and not others, and what the data protection officer precedent does and does not tell you.
Doing the Work: Artefacts, Evidence, and Getting In
Nobody hires for AI governance on the strength of a certificate. This lesson covers what to actually produce: the four artefacts that demonstrate competence, how to build them from work already available inside your current job, routes in from each adjacent profession, what the first ninety days look like, and an honest account of the parts of this work that are unpleasant.