Lead story
Semantic layer is now enterprise AI infrastructure
Agentic AI is forcing CIOs to treat the semantic layer as critical data infrastructure, or watch AI projects stall permanently at proof-of-concept stage.
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Desk 04 of 07 · Data Weekly
Data and Analytics
Platforms, governance, and turning data investment into decisions people trust.
Lead storySemantic layer is now enterprise AI infrastructureAll coverage on Data & Analytics
2 more stories
Enterprise data readiness gap is quietly killing AI projects
Multiple surveys from 2025 and 2026 show a measurable disconnect between how executives rate their data maturity and the reality practitioners face every day - and AI project failure rates are paying the price.
Enterprise AI data readiness: why most organizations cannot trust
New research shows only 31% of leaders fully trust their data, yet budgets for AI are accelerating fast - a compounding risk CIOs can no longer defer.
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Platforms, governance, and turning data investment into decisions people trust.