Chamber Launches AI Platform to Cut $240B Enterprise GPU Waste, Promises 50% More Workload Capacity

Jan 14, 2026
Y Combinator
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Summary

Chamber launches revolutionary AI platform that automatically optimizes enterprise GPU usage, promising to eliminate $240 billion in annual waste from idle computing power while boosting workload capacity by 50% through real-time resource orchestration.

Key Points

  • Chamber launches an AI infrastructure platform that automates governance and resource optimization for enterprises, targeting the $240B+ annual waste from 30-60% of reserved GPU capacity sitting idle
  • The platform uses agentic AI to automatically orchestrate workloads, detect unhealthy nodes, and reallocate resources in real-time, enabling companies to run 50% more workloads on existing GPUs
  • Founded by former Amazon engineers who previously delivered hundreds of millions in infrastructure cost savings, Chamber offers a free GPU Intelligence Dashboard to assess optimization opportunities

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