Serverless GPU Dynamic Warm Pool Slasher

Underwrite replacing always-on dedicated cloud GPU clusters with scale-to-zero serverless container orchestration that loads quantized models into VRAM in 1.8 seconds on-demand.

Monthly Requests & Legacy Spend

Monthly On-Demand AI Inference Requests (Thousands - e.g. 450k)

Current Always-On Dedicated GPU Fleet Bill ($ / mo)

Cloud Spend Slashed & Efficiency

New Serverless GPU Pay-Per-Second Bill

$1,350.00 / month (-80.3% Slashed)

Annual Idle GPU Capacity Spend Slashed

+$66,000 / yr Direct Cloud Savings

P95 Dynamic Container Scale-Up Speed

1.8 Seconds (Zero Idle Server Billing)