Learn COMPEL
This body of knowledge can be navigated by role, by lifecycle stage, by topic, by depth, or by regulatory standard. Choose the pathway that matches your context — all 284+ articles are free to read under the COMPEL Framework License Agreement.
How Do You Learn COMPEL by Role?
Six role-based reading paths. Each path threads together the domains most relevant to your day-to-day work.
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Chief Data / AI Officer
Enterprise AI strategy, operating model, portfolio leadership, value realization.
AI Strategy & VisionEnterprise Operating Model & Portfolio LeadershipValue Realization & ROITransformation Design & Program Architecture -
VP of Engineering
Technology architecture, MLOps, platform readiness, execution and delivery.
Technology Architecture & InfrastructureExecution & Delivery ExcellenceData Governance & ReadinessAgent Governance & Autonomy -
Head of Compliance
Governance frameworks, regulatory alignment, audit preparedness, policy lifecycle.
AI Governance & ComplianceRisk Management & AI EthicsFramework Interoperability & StandardsAgent Governance & Autonomy -
ML Team Lead
Model development, evaluation, data readiness, agent autonomy and safety.
Technology Architecture & InfrastructureAgent Governance & AutonomyData Governance & ReadinessRisk Management & AI Ethics -
Product Manager
Use case design, value realization, stakeholder management, delivery excellence.
Value Realization & ROIExecution & Delivery ExcellenceStakeholder Management & Executive LeadershipTransformation Design & Program Architecture -
CISO
AI risk, security, agent governance, compliance, shadow AI discovery.
Risk Management & AI EthicsAgent Governance & AutonomyAI Governance & ComplianceData Governance & Readiness
How Do You Learn COMPEL by Lifecycle Stage?
Start with Calibrate and work through the full lifecycle, or jump to the stage that matches your current work.
How Do You Learn COMPEL by Depth Level?
Foundation builds shared understanding; Applied focuses on day-to-day practitioner work; Advanced is for expert-level design; Strategic is for portfolio and enterprise leadership.
How Do You Learn COMPEL by Topic Cluster?
The ten largest topic clusters in the Body of Knowledge.
- Transformation Design & Program Architecture47 articles
- AI Strategy & Vision31 articles
- Enterprise Operating Model & Portfolio Leadership30 articles
- AI Governance & Compliance28 articles
- Technology Architecture & Infrastructure22 articles
- Maturity Assessment & Diagnostics20 articles
- Organizational Change & Culture20 articles
- Framework Interoperability & Standards20 articles
- Agent Governance & Autonomy17 articles
- Value Realization & ROI13 articles
How Do You Learn COMPEL by Regulatory Standard?
COMPEL articles map cleanly onto the EU AI Act, NIST AI RMF, and ISO/IEC 42001. Follow a standard-aligned path to build the evidence base for your compliance program.