AI-Readiness in Enterprise Data Architecture

Enterprise AI investment is growing, but results are lagging. While nearly two-thirds of funded respondents are committing at least $100,000 to AI in 2026, only 31% report that more than half of their recent initiatives achieved their intended outcomes.

Based on a survey of 259 data and AI professionals at organizations across the world, this study reveals the three layers of readiness associated with stronger AI performance: the data foundation, operating architecture, and governance discipline.

Download the study to learn:

  • What separates organizations running agentic AI in production
  • Why semantic readiness is critical to AI success
  • How data readiness and governance affect ROI
  • Where enterprises are investing moving forward
  • Download the study to benchmark your organization’s AI readiness.


Produced by Unisphere Research and Radiant Advisors. Sponsored by Quest Software.

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