EDM Council DCAM — Data Management Capability Assessment Model
The DCAM (Data Management Capability Assessment Model) is developed by the Enterprise Data Management (EDM) Council, a global association of financial services firms. DCAM provides a comprehensive framework for assessing and benchmarking data management capabilities. Used by 300+ financial institutions globally. DCAM covers 8 components, 14 capabilities, and 37 sub-capabilities: Data Management Strategy, Business Case and Funding, Programme Operating Model, Data Governance, Data Architecture, Technology Architecture, Data Quality, and Data Stewardship. DCAM assessment provides a maturity score enabling benchmarking against peers. Aligned with BCBS 239 (Risk Data Aggregation) requirements.
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Framework Domains (8)
Component 1: Data Strategy and Business Case
| Code | Title |
|---|---|
| DCAM-1.1 | Data Management Business Case |
| DCAM-1.2 | Data Management Vision and Strategy |
| DCAM-1.3 | Stakeholder Alignment |
Component 2: Data Management Program and Funding
| Code | Title |
|---|---|
| DCAM-2.1 | Program Structure and Accountability |
| DCAM-2.2 | Funding and Resources |
| DCAM-2.3 | Education, Communications and Change Management |
Component 3: Architecture (Business, Data and Technology)
| Code | Title |
|---|---|
| DCAM-3.1 | Business Architecture |
| DCAM-3.2 | Data Architecture |
| DCAM-3.3 | Technology Architecture |
Component 4: Business Data Knowledge
| Code | Title |
|---|---|
| DCAM-4.1 | Business Glossary Management |
| DCAM-4.2 | Metadata Management |
| DCAM-4.3 | Data Catalog |
Component 5: Data Quality Management
| Code | Title |
|---|---|
| DCAM-5.1 | Data Quality Strategy |
| DCAM-5.2 | Data Quality Measurement |
| DCAM-5.3 | Data Quality Remediation |
Component 6: Data Governance
| Code | Title |
|---|---|
| DCAM-6.1 | Governance Operating Model |
| DCAM-6.2 | Data Policies and Standards |
| DCAM-6.3 | Data Stewardship |
Component 7: Data Management Operations, Risk and Control
| Code | Title |
|---|---|
| DCAM-7.1 | Data Lineage and Provenance |
| DCAM-7.2 | Data Risk Management |
| DCAM-7.3 | Regulatory Compliance |
Component 8: Analytics Management
| Code | Title |
|---|---|
| DCAM-8.1 | Analytics Governance |
| DCAM-8.2 | AI/ML Model Management |
| DCAM-8.3 | Analytics Data Quality |
Maps to 587 other frameworks
Frequently Asked Questions
What is EDM Council DCAM — Data Management Capability Assessment Model?
EDM Council DCAM — Data Management Capability Assessment Model is a compliance framework from International (EDM Council) with 8 domains and 24 controls. The DCAM (Data Management Capability Assessment Model) is developed by the Enterprise Data Management (EDM) Council, a global association of financial services firms. DCAM provides a comprehensive framework for assessing and benchmarking data management capabilities. Used by 300+ financial institutions globally. DCAM covers 8 components, 14 capabilities, and 37 sub-capabilities: Data Management Strategy, Business Case and Funding, Programme Operating Model, Data Governance, Data Architecture, Technology Architecture, Data Quality, and Data Stewardship. DCAM assessment provides a maturity score enabling benchmarking against peers. Aligned with BCBS 239 (Risk Data Aggregation) requirements. It is used by organisations to establish and maintain compliance with industry standards and regulatory requirements.
How many controls does EDM Council DCAM — Data Management Capability Assessment Model have?
EDM Council DCAM — Data Management Capability Assessment Model has 24 controls organised across 8 domains. The largest domains are Component 1: Data Strategy and Business Case (3 controls), Component 2: Data Management Program and Funding (3 controls), Component 3: Architecture (Business, Data and Technology) (3 controls). Each control defines specific requirements that organisations must implement to achieve compliance.
What frameworks does EDM Council DCAM — Data Management Capability Assessment Model map to?
EDM Council DCAM — Data Management Capability Assessment Model maps to 587 other compliance frameworks. The top mapping partners are EU Digital Services Act — Online Gaming Platform Requirements (33% coverage), ISO/IEC 23894:2023 (33% coverage), NIST AI Risk Management Framework (AI RMF 1.0) (29% coverage). Use our comparison tool to explore control-level mappings between frameworks.
How do I get started with EDM Council DCAM — Data Management Capability Assessment Model compliance?
Start your EDM Council DCAM — Data Management Capability Assessment Model compliance journey by running a self-assessment on our platform to identify your current compliance posture. Our AI advisory can answer specific questions about EDM Council DCAM — Data Management Capability Assessment Model requirements, and cross-framework mapping helps you leverage existing controls from other frameworks you may already comply with. Create a free account to access all 24 controls and track your progress.
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