Data governance returns $3.20 per dollar invested
Data governance returns $3.20 per dollar invested while cutting infrastructure costs up to 45% and strengthening AI readiness with governed data products.
What ROI do organizations achieve from data governance investments?
Nucleus found an average return of $3.20 per dollar invested and a 10.3-month payback period across deployments over the past three years.
How does data governance reduce infrastructure and administrative costs?
Organizations cut infrastructure costs 25–45 percent and reduced administrative spending 30–60 percent by consolidating legacy systems and automating governance tasks.
What productivity gains do data teams experience?
Data engineers achieved 41 percent workload reduction, data scientists saved 38 percent of their time, and data stewards improved productivity by 25 percent through automation and self-service discovery.
How does governance accelerate AI and data product initiatives?
Enterprises created hundreds of certified data products, improved data quality and lineage transparency, and enabled faster AI model deployment through standardized metadata and governance controls.
Have a specific question? Query our research catalogue with the Nucleus AI Tool.
Learn more about Nucleus Research’s ROI case study approach here.
Gain the knowledge you need to effectively develop and deliver a financial business case at ROIUniversity.com.
RELATED RESEARCH
iPaaS deployments in financial services return $1.47 per dollar invested
Organizations in the financial services industry face unique integration requirements driven by years of acquisitions, business growth, and regulatory mandates that have created diverse system…
Analytics deployments in financial services return $2.13 per dollar invested
In financial services, where capital access has become commoditized, analytics and data intelligence represent one of the only meaningful differentiators. To investigate the value delivered…
IBM announces intent to acquire Confluent
IBM announced its intent to acquire Confluent for $11 billion, combining IBM’s transactional messaging platform with Confluent’s Kafka, WarpStream, and managed Flink offerings. Most enterprises…
The value of Qlik Open Lakehouse
Enterprises across nearly every industry require a substantial amount of well-managed data to drive modern operations, with AI use-cases only accelerating this demand. As with…
Top 5 analytics trends for 2026
In 2026, business users, frontline workers, and end customers all expect analytics access. What was once relegated to specialized analyst teams is now finding its…
Oracle Analytics returns $4.76 per dollar invested
Nucleus examined ROI case study data for Oracle Analytics deployments conducted over the past three years and found that customers’ investments in Oracle Analytics Cloud…