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Engage Your Data Providers with DCM Data Quality Workspace

by Pekka Korpi | May 21, 2024 | Articles, CMDB, CSDM, How To

One of our customers’ most common challenges is getting their Data Providers involved in data quality efforts. Often, CMDB and other teams struggle with the misconception that they must handle all the work and have complete knowledge of every detail. This should not be the case.

We believe the Consumer-Owner-Provider model is an excellent framework for understanding how responsibilities should be divided. Typically, the CMDB team or a member of it acts as the Owner. However, they should NOT be the ones maintaining data for all the details.

Herein lies the problem: Data Providers are usually part of the business, not the CMDB team. They often neither understand nor care about data models. Yet, they are expected to maintain the data for their Business Applications and Services.

How do you get them involved when they might not even know what ServiceNow is, let alone how to configure CI-Relations?

Introducing the DCM Data Quality Workspace

The solution is the DCM Data Quality Workspace, an add-on to Data Content Manager. It simplifies the underlying complexity related to data models. Each Data Provider gets a personal Data Quality Workspace where they can review data quality issues specific to them. They don’t need to worry about other people’s problems.

Using the DCM Data Quality Workspace is straightforward. Whether Data Providers need to add a Business Unit or create a CI relation, they can simply point and click on the issue to fix it. There’s no need for them to understand the underlying data model or navigate complex forms to update their data.

Even better, when Data Providers resolve their data quality issues, their personal data quality scores improve immediately. This score is unique to them and directly reflects their actions. It can be used to set clear data quality targets and even gamify the process of improving data quality. With personalization, the results can potentially be remarkable.

Take Control

Data Content Manager helps improve data quality in your ServiceNow environment. It works on any data, as long as it’s in ServiceNow. It’s very simple to achieve results:

  1. Draw a Blueprint to define your desired data model based on specific use cases.
  2. Run an audit of your real data against that Blueprint.
  3. Fix the deviations found using the Data Content Planner or distribute the load using the DCM Data Quality Workspace.
  4. Automate your data quality management by scheduling regular audits.

By following these four steps, you can ensure an accurate view of your data quality and have the tools to fix deviations as they occur. Say goodbye to annual data quality improvement projects and tackle data problems before they become expensive issues.

Book an Expert Consultation with us to learn more.

With CSDM providing a prescriptive data model and DCM providing a view of our data in a consumable manner, we are able to drive the necessary changes across the bank in a non-obtrusive way, which is seen to add value to our business, not be viewed as an operational overhead.

Craig Alexander
SVP, Danske Bank

DCM has delivered incredible value to our business by drastically accelerating application rationalization. What would have taken years to complete was achieved in just months. Its intuitive, well-designed GUI makes navigation seamless for both users and administrators. Most importantly, DCM has significantly matured our CMDB, bringing clarity and structure. We highly recommend both the product and the outstanding team at Qualdatrix.

Banner Health

My complex Blueprint was up and running in 10 minutes, and I got audit results immediately. It would have taken months to complete without DCM.

Enterprise Architect
Global Healthcare Company

DCM has been central in federating our dependency mapping to technical teams, and that momentum is building. It’s been a successful first year, and we’re extending use with additional blueprints.

Product Manager - Service Catalog
U.K. Public Sector

DCM provides transparency and a holistic view of the state of our CMDB. It helps us find and fix deviations as they happen. It's vital that with DCM, we can see the big picture as well as drill down into the details at any time. We don't have to think about how to get this data together and how to update it. Once the Blueprint is set up and the audits run, it's all there in the dashboards.

Mika Lindström
ICT Configuration Manager, Metsäliitto Cooperative

Data Content Manager is an excellent tool to measure and control data quality in your ServiceNow instance. It offers much more sophisticated data model definitions than you can get with native CMDB data quality metrics which we were using previously, and this was our main reason for the purchase. It also comes with its own audit and remediation features which make data maintenance easier. Highly recommended!

Lotta Jouhtimäki
Product Owner, ServiceNow, Posti Group

The CMDB Data Quality Playbook

A Practical Guide for Improving ServiceNow Data Quality, Governance and AI-Readiness.

  • A practical way to establish ownership and roles
  • The 5-step model for data quality improvement
  • Best practices for engaging data providers
  • Five common pitfalls in CMDB data quality and how to avoid

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