FREE REPORT

2021 State of AI Infrastructure Survey

Discover how your peers are managing their infrastructure for AI workloads, their GPU scheduling challenges, and investment plans.

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In This Report

We asked more than 200 AI practitioners about the tech they use, their AI challenges, budgets, and confidence bringing AI into production. The result is a fascinating look at the true state of AI maturity:

42% are using Kubernetes with another 16% planning to adopt it

38% spend more than $1M a year on AI Infrastructure

80% of companies under-utilize their GPUs

With Run:ai we've seen great improvements in speed of experimentation and GPU hardware utilization. Reducing time to results ensures we can ask and answer more critical questions about people's health and lives.

- M Jorge Cardoso, Associate Professor & Senior Lecturer,
King's College London & CTO, AI Centre for Value-Based Healthcare

Companies
Accelerating AI