Legacy Data Infrastructure Is Driving $108 Billion in Annual Wasted AI Investment, New Survey Finds

Executive Summary

• Hitachi Vantara’s new “State of Data Infrastructure” report finds that data‑complexity issues are causing an estimated $108 billion in wasted AI investment annually across the U.S. and Canada.
• The survey of 1,200+ C‑level executives shows 84% say data infrastructure complexity is growing too fast to manage, with only 43% reporting predictive or automated operations.
• Organizations classified as “data‑mature” achieve markedly higher AI ROI (84% vs. 48%) and are far more likely to view AI as critical to their business.

Key Details

• Survey Scope: Over 1,200 executives across 15 countries; 307 respondents from the U.S. and Canada.
• Key Findings – Complexity:
• 84% report rapid or unmanageable growth in data‑infrastructure complexity.
• 57% say this complexity makes identifying data breaches harder.
• 59% fear catastrophic data loss; 50% say executives would lose sleep over the risk.
• Automation Gap: Only 43% have predictive/automated infrastructure operations.
• Data‑Maturity Split (U.S./Canada):
• 42% “data‑mature” (managed/optimized practices).
• 58% in emerging or fragmented stages (“data laggards”).
• AI ROI by Maturity:
• Data‑mature firms: 84% report measurable AI ROI.
• Data laggards: 48% report measurable AI ROI.
• Drivers of Success:
• High‑quality data cited by 59% overall, rising to 75% among mature firms vs. 47% for laggards.
• 87% of mature firms have strong leadership vision for data/AI initiatives.
• Automation adoption: 65% of mature firms vs. 27% of laggards.
• Sustainable design/resilience: 82% vs. 19%.
• Leadership Insight:
• Octavian Tanase (Chief Product Officer) emphasizes governance, visibility, and control as critical as performance for AI success.
• Sheila Rohra (CEO) notes that AI succeeds when data is trusted, well‑governed, and resilient.
• Investment Outlook: Executives expect AI investment to grow 76% over the next two years, intensifying pressure on data infrastructure.

Notable Quotes

“AI is raising the bar for how organizations govern and manage their data,” – Octavian Tanase, Chief Product Officer, Hitachi Vantara.

“As AI becomes central to how every business operates, leadership has to treat data foundations as a strategic requirement, not just a technical concern,” – Sheila Rohra, CEO, Hitach​i Vantara.