COMPEL Credential · AITM-DR
COMPEL Academy — AI Data Readiness Associate
Professional certification that certifies a practitioner can assess, remediate, and govern enterprise data for AI transformation use cases against the COMPEL data readiness criteria.
Published · Last updated
Credential properties
- Formal code
- AITM-DR
- Category
- micro
- Level
- Level 10
- Recommended hours
- 16 hours
- Renewal
- Every 24 months
- Assessment
- Non-proctored · 70% passing score
Who is this credential for?
Data engineers, data stewards, and governance analysts preparing data for AI use cases.
Prerequisites
- AI Transformation Foundations ait_foundations
Competencies demonstrated
- → Data readiness assessment and scoring
- → Lineage, provenance, and sensitive-data handling
- → Feature governance and training-data hygiene
- → Data quality controls through the COMPEL lifecycle
Learning outcomes
- ✓ Run a COMPEL data readiness assessment on a candidate use case.
- ✓ Instrument lineage, provenance, and quality controls end-to-end.
- ✓ Remediate sensitive-data and bias risks in training data.
Issuer and verifier
FlowRidge Inc.
Publisher of the COMPEL AI Transformation Framework and COMPEL Academy.
- Issuer identity: https://flowridge.io
- Verification portal: compelframework.org/credential
- Credential inquiries: learners can verify individual awards through the COMPEL Academy verification portal on compel.one.
Machine-readable verification
This credential definition is also published as a W3C Verifiable Credential (Data Model 2.0) that is simultaneously an Open Badges 3.0 Achievement credential. HR systems, badge verifiers, and AI citation engines can fetch the JSON-LD document below.
JSON-LD document
https://www.compelframework.org/credential/aitm-data-readiness.json - Context: https://www.w3.org/ns/credentials/v2, https://purl.imsglobal.org/spec/ob/v3p0/context-3.0.3.json
- Types: VerifiableCredential, OpenBadgeCredential
- Standards alignment: NIST AI RMF, ISO/IEC 42001, EU AI Act
Explore more credentials
See the full COMPEL credential catalog or review the COMPEL learning paths that prepare candidates for this credential.