Key Outcomes

SaaS platforms

40% cloud & GPU cost

Median savings across 50 clusters

Ecommerce sites

99.99% latency compliance

after swapping HPA for HTTP scaler

Fintech and utilities

5‑min install - no restarts

Helm + one outbound 
gRPC link

ML/AI teams

5 - 10h/week engineer time back

to focus on features, not scaling scripts