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DCAM Framework

The world’s most adopted data management & analytics framework.

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Introducing DCAM® v3: The new era of best practices

In our increasingly digital, high-stakes world, best practices in data management are not just beneficial—they’re essential. The EDM Council community is proud to launch the next version of DCAM®—the Data Management Capability Assessment Model—the global standard framework for managing data to drive strategic value.

Expanded support for AI and cloud

Access the most comprehensive, practical guide to navigating today’s data challenges. DCAM v3 introduces enhanced capabilities for cloud-native architectures, AI/ML integration, and modern data pipelines.

Stronger emphasis on governance and security

As data becomes more valuable — and more vulnerable — DCAM v3 brings heightened focus to data governance, privacy, and protection. Plus, ensure that your data program aligns with the latest regulations and compliance requirements.

Streamlined capabilities

DCAM v3 is thinner than previous versions, cleaner, and easier to navigate, offering a simplified and more intuitive user experience without sacrificing rigor or depth.

Benefits of DCAM

Achieve data management and analytics best practices so that your organization can get the most value out of your data. DCAM is available exclusively to our member firms. It is also the foundation of our Data Excellence Program for ongoing achievement.

Assess your data ecosystem

Conduct an objective self-assessment or use work with a DCAM Authorized Partner to identify gaps, see how your organization compares to peers and define your objectives.

Develop your business case

Support your strategic goals with unbiased peer group analysis, proven processes and target outcomes to make your business case and obtain funding for your data management program.

Create the vision that your organization needs

Demonstrate leadership to align your organization, advance your data management and analytics capabilities and increase the value of your data assets.

Gain flexibility while driving results

Take advantage of a practical, flexible framework that supports your program’s priorities and budget while producing measurable results.

Achieve best practices

Establish, enable and sustain a mature data management function to support digital transformation, advanced analytics such as AI, and data ethics. Go further and earn recognition with the Data Excellence Program.

Streamline compliance demands

Achieve greater efficiency and accuracy with better managed data to meet regulatory and other compliance and reporting requirements, such as BCBS 239 and GDPR.

Applications of DCAM

More About DCAM

DCAM is developed and maintained via collaboration of EDM Council members. It enables organizations to have trust and confidence that their data and analytics programs are built on industry best practices and have been proven across industry.

What are the core components?

The eight key components of DCAM v3 provide a structured framework across the data supply chain — from establishing a data management foundation through managing advanced analytics.

How is DCAM constructed?

DCAM v3 is built as a series of 34 required data management capabilities with 101 sub-capabilities, spanning objectives, questions, artifacts of evidence and criteria for scoring.

How is DCAM scored?

DCAM measures data management capabilities and progress using a scoring matrix to evaluate engagement and processes with auditable evidence.

Latest DCAM Framework Additions

DCAM v3 enhances the eight components with an integrated Architecture component and a new one for Business Data Knowledge.

DCAM v3 version adds new capabilities and sub-capabilities while consolidating others for our most streamlined framework yet.

Members can access an advanced read-only DCAM modeling tool.

DCAM Case Studies: Trusted by Industry-leading Data-Driven Companies

Unlocking New Potential for the State of Indiana with DCAM: "This initiative drives consistent, scalable practices, supporting improved decision making, and operational efficiency for workforce development initiatives."

Indiana Management Performance Hub
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"By becoming the first bank in Africa to adopt the DCAM framework, Standard Bank has significantly matured its data management function to support digital transformation initiatives and commitment to client-centric services."

Standard Bank
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“With DCAM, we have been able to unify our data strategy across TVS Motor entities and departments. We are now getting greater value out of our data, and it is now at the core of everything we do.”

TVS Motors
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"The use of DCAM will help to continually investigate our baseline and progress for data maturity."

Lloyds
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"To measure the strength, effectiveness, and adoption levels of the Bank’s data management practices, the Bank regularly conducts independent DCAM assessments."

Fifth Third
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Get Started with DCAM

Members can take advantage of EDM Council’s programs to support your organization’s journey towards data management and analytics best practices.