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The world’s most adopted data management & analytics framework.
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.
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.
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.
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.
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.
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.
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.
Demonstrate leadership to align your organization, advance your data management and analytics capabilities and increase the value of your data assets.
Take advantage of a practical, flexible framework that supports your program’s priorities and budget while producing measurable results.
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.
Achieve greater efficiency and accuracy with better managed data to meet regulatory and other compliance and reporting requirements, such as BCBS 239 and GDPR.
Assess and identify the capabilities your organization requires investments in to mature your data management and analytics. DCAM is the most adopted framework because it was developed and is updated through collaboration with hundreds of industry data management professionals. It provides objective metrics as well as peer group benchmark comparisons which can be presented to stakeholders to secure necessary funding for your program.
Develop a more knowledgeable data organization with comprehensive training programs. Our DCAM training courses and professional certification aligns with the framework itself, ensuring that all staff and executives know what the capabilities are and how they can be implemented to build a more comprehensive and effective data management and analytics organization.
DCAM incorporates consistent terminology and definitions to resolve differences in meaning and ensure consistent understanding of data concepts across your lines of business and geographies. DCAM also includes standard definitions within the scoring models to produce objective outcomes as well as a Data Management Business Glossary for ongoing reference.
Conduct an assessment of your data management and analytics ecosystem either internally or with the additional outside expertise and experience of a DCAM Authorized Partner. Evaluate your programs, educate stakeholders, identify gaps and compare ongoing progress against industry peers. DCAM assessments provide demonstrable and auditable evidence to market authorities on the adoption of data management best practice.
With the confidence of a trusted framework in place, you’ll prioritize the steps to implementing defined capabilities and demonstrating measurable progress. This supports data-driven strategic objectives to move the overall business forward through digital transformation, advanced analytics including AI, and organization-wide data ethics that increase trust in the data that stakeholders are depending on. Organizations can also participate in the Data Excellence Program to further advance their data journey and earn industry recognition for their achievements.
Compliance in any industry is greatly dependent on accuracy and access to data. DCAM directly maps to many compliance and regulatory requirements, such as the risk data principles of BCBS 239 and data privacy regulations such as GDPR. Furthermore, DCAM is used by various regulators in publishing their guidelines to the marketplace. So using DCAM often means that you are using the same framework as the regulators.
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.
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.
DCAM defines how to establish the data strategy, position the business case, implement the operating
model, ensure funding and support the organizational collaboration necessary to govern the meaning,
use and protection of one of a firm’s most important assets—its data!
The eight core components organize the 34 capabilities and 101 sub-capabilities. The latest DCAM v3 consolidates Architecture capabilities into one component and adds a new one for Business Data Knowledge.
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.
Each component of DCAM consists of a series of required data management capabilities. Each of the 34 capabilities is then broken down into a series of sub-capabilities, 101 in total. For each sub-capability, DCAM provides descriptions, goals and objectives, challenge questions, artifacts of evidence and criteria for scoring.
DCAM measures data management capabilities and progress using a scoring matrix to evaluate engagement and processes with auditable evidence.
DCAM defines how to establish the data strategy, position the business case, implement the operating model, ensure funding and support the organizational collaboration necessary to govern the meaning, use and protection of one of a firm’s most important assets—its data!
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.
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."
"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."
“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.”
"The use of DCAM will help to continually investigate our baseline and progress for data maturity."
"To measure the strength, effectiveness, and adoption levels of the Bank’s data management practices, the Bank regularly conducts independent DCAM assessments."
Members can take advantage of EDM Council’s programs to support your organization’s journey towards data management and analytics best practices.
The DCAM framework is available for download and use exclusively by member firms of EDM Council for their in-house data management programs. DCAM Authorized Partners are also entitled to use DCAM in their client assessments and engagements.
Learn more about Membership and its benefits for firms, including DCAM.
EDM Council member firms can access the DCAM framework via the Knowledge Portal and additional resources on the DCAM User Group.
Login to this website with your EDMConnect credentials.
The EDMC Knowledge Portal is a community of EDM Council member practitioners dedicated to the advancement and adoption of industry standard data management processes, tools, and constructs based on the DCAM™ and CDMC™ frameworks.
Visit the DCAM Knowledge Portal.
DCAM Training is key for all of your organization’s staff to understand the requirements for sustainable data management and analytics as defined by DCAM. The EDM Council provides both live, virtual training classes as well as on-demand eLearning. Students who complete the course can attain professional DCAM certification.
Learn more about DCAM Training.
The DCAM User Group is an online community where you can learn and stay connected to all activities and developments of the DCAM best practice program.
Login to the website to join the DCAM User Group
Assess your organization’s data management and analytics maturity using DCAM. Whether you choose to start with an in-house assessment or engage one of our DCAM Authorized Partners, a DCAM assessment will let you know where your data stands, how you compare against peer organizations and help you plan your forward-looking data strategy.
Learn more about DCAM Assessments.
Data excellence should be an ongoing organizational commitment, not a one-time project. The EDM Council’s Data Excellence Program, with DCAM at its foundation, provides a structured approach to establish a data management roadmap and recognizes excellence at the organizational level.
Learn more about the Data Excellence Program
EDM Council has signed a definitive agreement to acquire the Object Management Group. Bringing together data, software, systems, knowledge engineering and standards capability, and reflecting our global growth, EDM Council is changing its name to EDM Association.
Read the Announcement