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DCAM Framework

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

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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 member firms.

Assess your data ecosystem

Conduct an objective self-assessment or use 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 ML, and data ethics.

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

About DCAM

DCAM—the Data Management Capability Assessment Model—is developed and maintained via collaboration of EDM Council members. It enables organizations to have trust and confidence that the data and analytics programs are built on industry best practices and have been proven across industry.
To learn more about DCAM click here to download DCAM Overview.

What are the core components?

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

How is DCAM constructed?

DCAM is built as a series of 38 required data management capabilities with 136 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 v2.2 added the eight component for Analytics Management. Map previous versions with models developed by Solidatus

DCAM v3 is in development! Learn more about the latest progress, or get involved with defining the next version

Members can access an advanced read-only DCAM modeling tool, which is provided by Solidatus for free. Upgrades are also available.

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.