The Hidden Drivers of CSDM Success
Benchmarking Insights from ±40 Enterprise Implementations
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As IT organizations shift toward service-centric operating models, the Common Service Data Model (CSDM) is no longer optional—it is foundational. What sets a successful CSDM transformation apart from one that is deemed a failure? How are organizations worldwide enabling ownership, accountability or service mindset across increasingly complex environments, linking people, processes, and technology with CSDM?
Despite its strategic importance, many CSDM initiatives fail to deliver the expected outcomes and value—not because the framework is flawed, but because the associated risks are misunderstood, as our research shows.
At the Einar & Partners Research Unit, we asked what differentiates a successful CSDM transformation from others? What are the key enablers ensuring business outcomes and value with CSDM for organizations? One decisive factor emerged: Culture. After benchmarking more than ±40 CSDM implementations, we discovered that organizations treating CSDM as a cultural shift—not merely a technical rollout—achieved 2.2× faster innovation and outcomes.
Feedback from respondents further revealed that organizations often:
These are just a few examples. The report contains additional key insights and takeaways to help optimize your CSDM journey!
A proven framework for assessing organizational and cultural readiness.
Practical guidance on establishing effective ownership and governance.
CSDM KPIs that reflect business outcomes—not technical inputs.
This third ServiceNow CSDM implementation benchmark report presents benchmarked best practices and lessons learned from approximately ±40 CSDM transformations. Read the full report to understand why successful organizations lead with culture, communicate the “why,” and align CSDM with real business outcomes.
Einar & Partners research unit investigates the AIOps industry and market from multiple perspectives. Thanks to our network of research contributors, industry-experts and partners we measure the data that makes the difference in AIOps projects.
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We are looking for researchers & co-creators!