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Cumulus Labs

Founders

Veer ShahSuryaa Rajinikanth

Cumulus Labs is a performance-optimized GPU cloud platform for AI training and inference that charges customers only by physical resource use. The platform aggregates idle GPU capacity from public clouds, private data centers, and vetted individual hosts into a unified pool, then intelligently packs workloads, live-migrates jobs during execution to faster or cheaper clusters, and replicates execution state across a global compute CDN for ultra-fast cold starts. The Cumulus Scheduler constantly diagnoses failures, auto-recovers workloads, and orchestrates across the entire pool while the Prediction system learns usage patterns to optimize resources. The result is 50 to 70% cost savings, faster inference, and zero time spent managing infrastructure.

Company Founded in 2025

SaaS iconSaaS

Articles about Cumulus Labs

YC's Cumulus Labs Launches GPU Cloud with Pay-Per-Second Pricing

YC's Cumulus Labs Launches GPU Cloud with Pay-Per-Second Pricing

SaaS iconSaaSMar 28, 2026
YC-Backed Cumulus Labs Launches Serverless GPU Cloud for AI Workloads

YC-Backed Cumulus Labs Launches Serverless GPU Cloud for AI Workloads

SaaS iconSaaSMar 18, 2026
YC-Backed Cumulus Labs Launches GPU Cloud with Pay-Per-Cycle Pricing

YC-Backed Cumulus Labs Launches GPU Cloud with Pay-Per-Cycle Pricing

SaaS iconSaaSMar 2, 2026
YC-Backed Cumulus Labs Launches GPU Cloud With Pay-Per-Use Pricing

YC-Backed Cumulus Labs Launches GPU Cloud With Pay-Per-Use Pricing

SaaS iconSaaSFeb 18, 2026

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