Data Quality

Everything Enterprise DNA has published on Data Quality, 7 articles, guides, insights, and news across data and AI in business.

7 newss

News 15 Aug 2026

53% of Enterprises Fail to Give AI the Context It Needs

Alteryx's 2026 IT Leader Research: 53% of organizations struggle to give AI the business context it needs, even as 80% plan to increase AI spending.
News 29 June 2026

Ford Rehires 350 Engineers After AI Quality Systems Fail

Ford rehired 350 veteran engineers after AI automated quality systems fell short, a lesson in what happens when you replace expertise with automation.
News 17 June 2026

AI Execution Is Driving CIOs Back to Data Basics

Info-Tech's 2026 mid-year report finds that AI has moved from strategy to execution, with data quality, governance, and literacy as the real bottlenecks.
News 14 June 2026

KPMG Withdraws AI Report After Fabricated Citations Found

KPMG withdrew its agentic AI report after UBS, NHS, and Transport for London said the claims were fabricated. GPTZero found only 5 of 45 citations were real.
News 9 May 2026

Only 15% of Enterprises Are Ready for Agentic AI

Fivetran's 2026 readiness index finds only 15% of organisations are fully prepared for agentic AI, even as 41% have already deployed agents in production.
News 9 Apr 2026

71% of Executives Blame Their Organisation for AI Gaps

PYMNTS Intelligence surveyed 65 US enterprise executives and found organisational readiness, not AI technology, is the primary barrier to AI performance.
News 28 Mar 2026

SAP Acquires Reltio to Build AI-Ready Enterprise Data

SAP's acquisition of master data management firm Reltio on March 27 signals that clean, unified data is now the critical bottleneck for enterprise AI.