FREE RESEARCH REPORT

Storage Infrastructure for Enterprise AI

Independent research based on 500+ enterprises actively running private AI reveals where AI initiatives stall in production — and how leading enterprises are addressing the infrastructure constraints behind it.

Get a clear, data-driven view of how enterprises are scaling AI in production and where infrastructure decisions make or break success.
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The production reality

At the same time, organizations report that data and storage infrastructure — not models or GPUs — are the primary constraints to scaling AI in production.

What the survey of 504 medium to large enterprises shows:

  • As AI moves into production, data infrastructure is emerging as the limiting factor.

  • Over 90% report meaningful use of object storage in AI applications and pipelines.

  • Production AI is increasingly inference-driven, increasing requirements for data governance, reuse, and lifecycle control