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Video: How to Fix Data Quality Issues

by Pekka Korpi | Feb 1, 2024 | Articles, Videos

So far, in our video series about improving data quality in ServiceNow, we’ve looked at How to Create Blueprints in DCM and How to Run Audits. These steps have given us insights into our data quality issues. In this third video of our series, we focus on resolving these issues.

Drag and Drop Data Quality Fixes

Data Content Planner in DCM offers a straightforward solution to fix data quality issues identified by DCM Audit. It overlays actual data records, such as Business Applications, onto a Blueprint background. Then you can drag and drop records to fill the visible gaps. You can also use it to update attributes.

The Blueprint in the background will define how the data relates to each. Regardless of whether references or CI relationships are needed. Working with the Blueprint is intuitive and ensures that any data modifications align with your data model.

All changes made in the Content Planner are in a staging area until committed. The Content Planner respects user access rights, ensuring changes are made securely. It even allows for a collaborative approach where one person can propose changes and another with the necessary permissions can approve and commit them.

Engage the Data Providers

Consider the case of a Business Application owner, who might not be a regular ServiceNow user or deeply familiar with data models. The Content Planner’s visual approach simplifies their task, making identifying and fixing data gaps easy. This user-friendly interface is key to involving various stakeholders in data quality management.

When fixing is dragging and dropping, and the Blueprint ensures alignment with the data model, engaging these stakeholders and expecting meaningful results from them is possible.

Why Data Quality Audits Matter

By defining data requirements into DCM Blueprints and regularly running audits, maintaining and improving high data quality in your ServiceNow becomes a manageable, streamlined process. It will remove the guesswork and provide the facts that you need to focus your efforts and resources.

This approach ensures compliance with your data standards and drives efficiency and clarity across your business operations. That, in turn, can significantly improve the return on your ServiceNow investment.

Further Information

Get a Free Guided Trial

Seeing is believing, so we offer a Free Guided Trial to try Data Content Manager with your data in your non-prod ServiceNow instance. We will guide you through installation, creating Blueprints, running Audits, and interpreting results.

We know this is the easiest way for you to experience the power of Data Content Manager, and if you have real data in your instance, you can expect real results, which are yours to keep.

Book a meeting with us to get started.

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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