The New Requirements For Mission-Critical Storage In An AI-Driven Enterprise
Hitachi Vantara, Friday, March 20th, 2026
Most enterprises have made the commitment to AI. They've approved the budgets, stood up the pilots, and named it a strategic priority. So why are 95% of them getting zero return on $30-40 billion in GenAI investment?
According to MIT research cited in Hitachi Vantara's 2025 State of Data Infrastructure Global Report - which surveyed more than 1,200 IT leaders across 15 markets - the failure isn't the model. It's the infrastructure underneath it.
The report puts it plainly: the divide between organizations winning with AI and those burning through budget comes down to data foundation maturity. Only 41% of organizations have reached what the research defines as Optimized status: resilient infrastructure, clean data, AI-driven operations, measurable returns. The other 59% are either building toward it or stuck in fragmented, manual environments that actively undermine their AI investments.