The 12 role families the evidence is organised around, grouped by whether a published AI requirement exists for that family. Open a role to read every record attached to it across all 35 organisations.
Roles operating high-risk AI use cases.
Senior leaders, ethics and digital governance.
Product design, UX and UI.
Growth, brand, content, sales and customer support.
FP&A, accounting and treasury.
HR, talent, learning and development, and recruiting.
In-house legal, compliance and public affairs.
Data science, analytics and business intelligence.
Advisors, investment-banking coverage and wealth management.
Product management and product engineering.
Software engineering, platform and technical infrastructure.
Firmwide expectations covering the whole workforce.
