CIO – 15 June 2026 – Universal semantic layers: critical infrastructure or the next data fabric?

Universal semantic layers: critical infrastructure or the next data fabric?

Every major data platform now ships a USL for enterprise AI, but standards are unsettled and most only work inside their own walls. How should CIOs avoid picking a winner too early?