

Four intelligence dimensions

Cost Intelligence
Contract-accurate Kubernetes cost tied to your actual negotiated SKU-level pricing. Every cluster, every workload, in real time.
SKU-level contract pricing — not estimates
Workload-level attribution across all object types
Real-time — not delayed billing data

Performance Intelligence
CPU, memory, networking, and saturation signals across your entire fleet. The context that makes cost recommendations defensible.
P99, min/max, full time-series metrics
Pod-level breakdown and outlier detection
Service map that predicts reliability risk

Reliability Intelligence
OOM kills, crash backoff loops, pod health, and cluster saturation signals. Rightsizing that accounts for production behavior.
OOM events and crash loop detection
Pod scheduling failures and evictions
Reliability risks correlated with cost impact

Configuration Governance
Policy guardrails and configuration drift detection across clusters and teams. Standards that travel with the platform.
Drift detection across open source components
Kubernetes best practice enforcement
Custom rules for internal platform components


