AI TransformationReadiness Assessment
Is your organisation ready to turn AI ambition into business value?
Many organisations can build an AI demonstration. Far fewer are ready to deploy it securely, achieve employee adoption, redesign workflows and produce measurable financial value.
Two different questions: the first is whether you are ready to build with AI, the second is which rules you already fall under in your industry and markets.
Four stages, each with mandatory requirements between them. Your score sets the stage; the gates show which requirements are still open.
Not ready to build
Foundations still being established.
Ready to prototype
Enough evidence to test the opportunity.
Ready to productionise
Prototype evidence supports a real system.
Potentially ready to scale
Value proven; expansion justified.
What it measures
10 dimensions, from whether the business problem is even defined through to whether value is actually being realised in production. A Yes requires evidence, not stakeholder confidence.
A
Business problem and outcome
2 questions
B
Ownership and decision rights
2 questions
C
Current workflow and AI suitability
3 questions
D
Baseline and value measurement
2 questions
E
Data and knowledge readiness
3 questions
F
Human oversight, governance and risk
3 questions
G
Prototype success and production readiness
3 questions
H
Workforce and change readiness
2 questions
I
Production operating model
2 questions
J
Scale readiness
2 questions