Section 4
Framework Structure
Framework, Methods and Artifacts — what to consider, how to decide, what evidence to produce.
AI4EA consists of three complementary elements:
| Element | Purpose | Examples |
|---|---|---|
| Framework | Defines what must be considered | Seven layers and four Core Engine pillars |
| Methods | Defines how important decisions are made | Readiness, UCPS, sourcing assessment, phase gates, continuous evaluation |
| Artifacts | Defines the evidence decisions should produce | Vision, portfolio, architectures, operating model, roadmap and value scorecard |
In practical terms, AI4EA defines what to consider, how to make architecture decisions, and what evidence those decisions should produce.
Strategic Governance & Vision
Align AI with business strategy, enterprise architecture and responsible innovation.
AI Opportunity & Use Case Portfolio
Identify, assess and prioritize high-value AI use cases.
AI4EA Readiness Model
Ensure the enterprise is ready to adopt and scale AI.
The Core Engine — 4 Pillars
Architect, deliver and govern AI solutions at enterprise scale.
Federated Operating Model
Balance central platform capabilities with domain-specific execution.
Phase-Gated Execution
Start focused, deliver value early, and scale with confidence.
Enterprise Value & ROI
Measurable outcomes for a more efficient, innovative and resilient enterprise.