Kubernetes Ops & Cloud FinOps

Cast AI turns Kubernetes workload, infrastructure, cost, and SLO signals into safe automated actions: rightsizing pods, scaling nodes, optimizing GPUs and Spot, and fixing issues without manual tuning.

AI spend is a black box. LLM Gateways show token totals but can't tell you who burned them. Attribute™ traces every token, inference, and training run back to the team, product, and customer that drove it.

Komodor detects, resolves, and prevents production issues in large-scale environments with 97%+ accuracy, while proactively eliminating the structural cloud waste other tools can't reach.

Run fast. Spend smart.

Industry-leading cloud savings without operational overhead or long-term commitment risk

Automate, protect, and unify data for modern applications across any on-premises, public, or hybrid cloud environment

Context-aware automation that continuously manages infrastructure for every app, agent, and model in production. Real-time CPU, memory, GPU, storage, and network management without manual tuning or performance tradeoffs.

Zesty automatically rightsizes Kubernetes resources to match real-time workload demand, cutting infrastructure costs without risking your SLOs.