Many insurers are stuck in AI pilot purgatory. The models work. The business cases make sense. Yet AI rarely scales into daily operations. The real blocker isn’t algorithms or ambition. It’s data architecture built for reporting, not production AI. Modern insurance AI requires real-time and historical data, structured and unstructured content, and evolving context across workflows. Without the right data foundation, AI stays stuck in pilot mode.

Data Vault offers insurers a flexible architecture for complex data ecosystems but is it worth the complexity?