Is Your Data Actually Ready for AI? A Readiness Check by Maturity Level
Veeam, Friday, October 16th, 2026
Veeam's Data & AI Trust Maturity Model finds 95% of firms have deployed AI, but over half scaled back an AI initiative.
In Veeam's Data & AI Trust Maturity Model study, 95% of organizations say they have deployed AI, yet more than half scaled back at least one AI initiative in the past 18 months.
Veeam argues readiness depends on data and operational foundations rather than use-case counts or model sophistication.
The post describes five maturity levels from Ad Hoc to Industry-Leading, common gaps that hold organizations back, and what moving up a level requires.