AI sovereignty through diversification
In an increasingly unpredictable world, CIOs need to hedge the risks they face from increasingly powerful platforms and interventionist governments.

Technology Analyst and Writer
AI sovereignty through diversification
In an increasingly unpredictable world, CIOs need to hedge the risks they face from increasingly powerful platforms and interventionist governments.

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?

How effective are semantic hubs in moving agentic AI forward?
Semantic hubs provide a backbone for consistent AI deployments within an enterprise, but they fall short for a networked world of AI agents. So what’s expected of CIOs to avoid existing in isolation?
