Data governance returns $3.20 per dollar invested

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Nucleus examined ROI case study data for data governance deployments over the past three years and found that customers’ investments in data governance technologies returned $3.20 per dollar spent on average, with an average payback period of 10.3 months. Across these deployments, organizations reported a 25 to 45 percent reduction in infrastructure costs and a 30 to 60 percent decrease in annual administrative expenses through automation and consolidated governance frameworks. Additionally, data teams experienced significant productivity gains, with data engineers seeing a 41 percent average reduction in total workload, data scientists achieving a 38 percent average time savings, and data stewards benefiting from a 25 percent average productivity improvement through automated governance workflows. These outcomes underscore data governance’s transformation from a compliance necessity into an enabler that drives measurable ROI while positioning organizations for AI innovation and data monetization opportunities.

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