Learn COMPEL

FlowRidge

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 276+ articles are free to read under the COMPEL Framework License Agreement.

By Role

Six role-based reading paths. Each path threads together the domains most relevant to your day-to-day work.

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

By Lifecycle Stage

Start with Calibrate and work through the full lifecycle, or jump to the stage that matches your current work.

By Depth

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.

By Topic Cluster

The ten largest topic clusters in the Body of Knowledge.

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.

Cite this article

Author:: FlowRidge Team
Publisher:: FlowRidge
First Published:: 2026
Work:: COMPEL AI Transformation Body of Knowledge

Academic (APA)

FlowRidge Team. (2026). Learn COMPEL — Transformation Reading Paths. COMPEL AI Transformation Body of Knowledge. FlowRidge. Retrieved from https://www.compelframework.org/articles/learn/

BibTeX

@misc{compel-learn-2026,
  author = {{FlowRidge Team}},
  title = {Learn COMPEL — Transformation Reading Paths},
  howpublished = {COMPEL AI Transformation Body of Knowledge},
  publisher = {FlowRidge},
  year = {2026},
  url = {https://www.compelframework.org/articles/learn/},
  note = {Governed by the COMPEL Framework License Agreement}
}

Plain text

FlowRidge Team. Learn COMPEL — Transformation Reading Paths. COMPEL AI Transformation Body of Knowledge. FlowRidge, 2026. https://www.compelframework.org/articles/learn/

This content is part of the COMPEL AI Transformation Body of Knowledge, governed by the COMPEL Framework License Agreement. See /license/ for terms.

By Role

Chief Data / AI Officer

VP of Engineering

Head of Compliance

ML Team Lead

Product Manager

CISO

By Lifecycle Stage

By Depth

By Topic Cluster

By Regulatory Standard

EU AI Act

NIST AI RMF

ISO/IEC 42001