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AI Transformation Framework

Scale AI from pilots to enterprise value.

Methodology

Transformation model across vision, foundations, scaling, adoption, operating model and value realisation.

Components

Transformation vision; Foundations & readiness; Scaling pilots; Adoption & change; Operating model; Value realisation.

Governance

Executive sponsor owns; transformation office runs; AI leadership delivers. L1 Initial L2 Developing L3 Defined L4 Managed L5 Optimised Ad hoc Basic, siloed Standardised & Quantified & integrated Predictive & embedded governed

Maturity levels

L1
Ad hoc
L2
Basic, siloed
L3
Standardised &
L4
Quantified & integrated
L5
Predictive & embedded

Implementation roadmap

Diagnose (assess maturity) → Design (tailor framework & governance) → Build (policies, standards, controls, pipelines) → Embed (training, culture, adoption) → Assure (test, benchmark, re-score).

Deliverables

Framework document, governance & RACI, policy/standard templates, maturity score & roadmap, board reporting pack.

Advisory opportunities

AI transformation programme; Scaling roadmap; Adoption & change.

Across the Data & AI ecosystem

Knowledge graph · 4 relations