Data Governance Archives

Data Governance Impact

January 20, 2026 by ROI Brief

Data governance shapes the reliability, traceability, and trustworthiness of every AI and cloud initiative. When governance is strong, teams know where data comes from, who owns it, how it’s defined, and how it should be used. When governance is weak, even high‑quality data becomes difficult to trust or operationalize. This benchmark examines how governance maturity … Read more

What Data Readiness Means

January 20, 2026 by ROI Brief

What the Benchmark Measures Data readiness measures how prepared your organization’s data environment is to support AI and cloud use cases. You’re looking at the strength of your data quality, the consistency of your sources, the accessibility of your pipelines, and the clarity of your governance. The benchmark draws from profiling reports, lineage documentation, integration … Read more