PRACTICAL FIELD GUIDE
Enterprise AI Readiness
What makes an organization ready for enterprise AI?
The short answer
Enterprise AI readiness means the organization has a valuable use case, usable data, accountable owners, appropriate controls, and a workforce prepared to change how work gets done.
Four operating priorities
Business outcome before tool selection
Make this visible in the operating model, assign ownership, and connect it to evidence the organization can review.
Data quality, access, and ownership
Make this visible in the operating model, assign ownership, and connect it to evidence the organization can review.
Governance proportionate to risk
Make this visible in the operating model, assign ownership, and connect it to evidence the organization can review.
Adoption measured in changed work
Make this visible in the operating model, assign ownership, and connect it to evidence the organization can review.
A practical starting sequence
- Name the business outcome and the people affected.
- Map the information, systems, decisions, and permissions involved.
- Choose a contained use case with a measurable result.
- Set the review, escalation, and learning process before launch.
- Scale only after the evidence supports it.