Shared foundation

Cross-use-case enablers

Four shared layers sit underneath every use case.

Signals

Read demand

HTTP/gRPC, OpenTelemetry, queues, GPU metrics, predictive forecasts, and 70+ KEDA scalers.

Cost

Show savings

FinOps views expose saved pod-hours, node-hours, CPU, memory, and GPU capacity.

Fleet

Place capacity

Multi-cluster scaling uses weights and rebalancing for edge, failover, and regional capacity.

Enterprise

Operate safely

Dashboard, hardened KEDA, FIPS-aware images, SOC 2 evidence, and expert support.

Kedify cross-use-case scaling architecture