AI enters an organization before anyone decides to adopt it.
Each tool, screening system or supplier feature looks limited on its own; together they create an environment no one fully understands. Readiness exists when the organization can show how AI is assessed, approved, monitored and corrected in practice.
- 01
AI that was never inventoried
Systems no one has recorded, and so no one can govern.
- 02
Responsibility without clear ownership
Several teams carry part of the process while no one owns the whole.
- 03
Policies disconnected from daily use
Responsible AI principles that never reach procurement, development, data use or routine work.
- 04
Evidence assembled only when asked
Documentation collected after the tender, audit or client request has already arrived.
- 05
Oversight that exists in theory
A human named as responsible, with no defined point or information to intervene.