The Five Pillars of AEEF
The AEEF is built on five structural pillars that together form a complete framework for governed, measurable AI-assisted engineering. Each pillar addresses a different dimension of operating safely and effectively with AI tools: engineering discipline, governance, productivity, operating model integration, and organizational enablement.
What /pillars/ Contains (Section Boundary)
This route is the core framework knowledge hub, not only the five pillar pages.
It includes:
- Startup Quick-Start — startup/small-team onboarding path
- FAQ & Self-Assessment — practical orientation and common questions
- Five Pillars — the conceptual framework and control domains
- Maturity Model — staged progression levels
- KPI Framework — measurement model for outcomes and risk
- About — scope, positioning, evidence, and governance notes
Use this page as the map for the whole /pillars/ area.
Start Here by Goal
| Goal | Start Here | Then Continue |
|---|---|---|
| I need a practical path this week (startup/small team) | Startup Quick-Start | Production Tutorials & Starter Guides |
| I need to understand the framework structure first | Five Pillars Overview | Maturity Model and KPI Framework |
| I need to assess where we are now | Self-Assessment Guide | Maturity Model |
| I need leadership / organizational rollout guidance | Transformation Track | Reference Implementations |
| I need day-to-day standards and implementation tutorials | Production | Reference Implementations |
The Five Pillars at a Glance
| Pillar | Purpose | Primary Audience | Go To |
|---|---|---|---|
| Pillar 1: Engineering Discipline | How AI-assisted work is performed, reviewed, and validated safely in the SDLC | Developers, QA, architects, tech leads | Pillar 1 |
| Pillar 2: Governance & Risk | Organizational controls for compliance, risk, auditability, and regional overlays | Security, compliance, CTO, leadership | Pillar 2 |
| Pillar 3: Productivity Architecture | Converting individual AI gains into shared, repeatable organizational assets | Engineering leadership, platform, enablement leads | Pillar 3 |
| Pillar 4: Operating Model | Integrating AI-assisted work into planning, team structures, and change management | Managers, scrum masters, CTO, transformation leads | Pillar 4 |
| Pillar 5: Organizational Enablement | Training, culture, maturity, and adoption infrastructure | Leaders, managers, CoE, people enablement | Pillar 5 |
How This Section Relates to Other Top-Level Sections
- Production = normative standards + tutorials + tool guides for day-to-day implementation
- Transformation = phased organizational adoption program (4-6 weeks)
- Roles = role-specific reading paths and practical guidance
- Reference Implementations = downloadable repos and apply paths
Use /pillars/ to understand the model. Use the other sections to implement and operate it.
Recommended Reading Paths
Startup / Small Team
- Startup Quick-Start
- FAQ & Troubleshooting
- Production Tutorials & Starter Guides
- Reference Implementations -> Start Here
Engineering / Platform Leadership
Compliance / Audit / Risk
Section Definitions (Clear Separation)
- Pillars define the conceptual and governance architecture.
- Maturity Model defines progression levels and target states.
- KPI Framework defines what to measure and how to validate progress.
- Production defines formal operational standards and tutorials.
- Transformation defines the rollout program and sequencing.
- Reference Implementations define code/config packages and apply paths.
Next Steps
- If you are new to AEEF, start with Startup Quick-Start or FAQ depending on team size.
- If you are defining policy or controls, read Pillar 1 and Pillar 2 first.
- If you are implementing now, move from this section to Production or Reference Implementations.