The COMPEL
Body of Knowledge
The definitive knowledge base for AI transformation and governance. Master the management system that turns AI ambition into organizational capability.
The COMPEL Framework at a Glance
Six interconnected stages that guide organizations from initial assessment through ongoing optimization. Each stage builds on the previous one while feeding insights back into earlier stages — creating a continuous improvement cycle.
- C
Calibrate
Establish your AI maturity baseline across the 20 domains.
- O
Organize
Build the governance engine and transformation team.
- M
Model
Design the target state architecture and roadmap.
- P
Produce
Execute the transformation across all four pillars.
- E
Evaluate
Measure outcomes, maturity gains, and business value.
- L
Learn
Capture knowledge, iterate, and scale continuously.
Choose Your Entry Point
The COMPEL Body of Knowledge is faceted — browse by certification level, by lifecycle stage, by knowledge domain, or by your role. Every path leads to the same 284 articles, just through a different lens.
Start with the Basics
6 modules, ~60 foundation articles. The right place to start if you're new to AI transformation.
Browse by Stage
Navigate by the six lifecycle stages: Calibrate, Organize, Model, Produce, Evaluate, Learn.
Browse by Domain
20 domains across four pillars: People, Process, Technology, and Governance.
Browse by Role
Role-aligned reading paths for CDOs, VPs of Engineering, Compliance, ML Leads, PMs, CISOs.
Role-Based Reading Paths
Six curated paths. Each threads the knowledge domains most relevant to a given role.
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Chief Data / AI Officer
Enterprise AI strategy, operating model, portfolio leadership, value realization.
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VP of Engineering
Technology architecture, MLOps, platform readiness, execution and delivery.
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Head of Compliance
Governance frameworks, regulatory alignment, audit preparedness, policy lifecycle.
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ML Team Lead
Model development, evaluation, data readiness, agent autonomy and safety.
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Product Manager
Use case design, value realization, stakeholder management, delivery excellence.
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CISO
AI risk, security, agent governance, compliance, shadow AI discovery.
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Browse by Lifecycle Stage
Start at Calibrate and work through the full lifecycle, or jump to the stage that matches your current work.
More Ways to Browse
The BoK is also indexed by depth, regulatory standard, and topic cluster.