According to IDC, nearly half of organizations say their biggest barrier to AI progress isn’t talent or tools. It’s a cloud data environment that isn’t optimized for AI. Yet nearly every organization is experimenting with large language models (LLMs), copilots and increasingly autonomous AI systems. What separates leaders is not whether they invest in AI, but whether their data environment can support it at scale.