Organisation-Wide Capability Progression · Approved Baseline

Enterprise AI Transformation

An organisation-wide methodology for establishing, governing, implementing, operating, improving, and scaling enterprise AI capability across fourteen canonical stages.

Where Should We Begin?

Transformation Entry Point & Mandate

Enterprise AI Transformation begins with executive sponsorship and clear boundary setting. Before purchasing tools or selecting models, organisations establish accountable ownership and risk appetite.

1

Mobilise Sponsorship

Establish executive sponsorship, decision rights, and funding authority.

2

Discover Baseline

Inventory current-state capabilities, systems, data, and active AI experiments.

3

Assess Readiness

Evaluate evidence gaps, capability maturity, and gap remediation priorities.

4

Define Strategy

Agree enterprise ambition, target operating model, AI principles, and roadmap.

Progression Framework

Four Phases of Enterprise AI Transformation

The fourteen stages move systematically across four governance and delivery phases.

Phase 1

Foundation & Baseline

Stages 1–3: Mobilise sponsorship, discover current state, and assess organizational readiness.

Phase 2

Strategy & Governance

Stages 4–6: Define strategy, establish governance controls, and prioritize opportunity portfolio.

Phase 3

Architecture & Delivery

Stages 7–9: Build business case, design target architecture, and plan integrated execution.

Phase 4

Execution & Scaling

Stages 10–14: Build, test, deploy, operate production, and continuously scale value.

Fourteen Canonical Stages

Explore the Transformation Progression

Every stage provides clear objectives, primary outputs, decision gates, and traceable stage links.

Executive Assurance

Decision Gates & Scorecard

Progress through each phase requires formal gate approval by named decision owners backed by verified evidence.

Transformation Scorecard & Roadmap

Track capability progression, risk disposition, and gate compliance across all fourteen stages.

View Scorecard & Dashboards