Cast AI for Microsoft Azure

Deliver reliable AKS performance with autonomous optimization

Cast AI connects to Azure Kubernetes Service (AKS) clusters through a secure, agentless integration, providing immediate visibility into workload performance and resource utilization patterns.

The platform continuously monitors workload patterns and predicts demand peaks before they impact performance. Proactive scaling ensures infrastructure is ready when you need it. Intelligent node selection considers availability zones, instance types, and workload requirements to maximize both performance and stability.

For AI and GPU workloads, Cast AI eliminates regional GPU constraints. Access Azure GPU instances from any region and have them appear as nodes in your existing AKS cluster, no complex multi-region networking or cluster federation required. When GPU capacity is limited in your primary region, Cast AI automatically provisions from regions with availability, ensuring your AI workloads always have the compute resources they need.

Continuous workload rightsizing ensures applications always have optimal CPU and memory allocations based on real usage patterns. Advanced bin-packing maximizes node utilization while maintaining the performance headroom needed for reliable operations.

Engineering teams gain confidence that their AKS environments will perform reliably under any load, while Cast AI handles the complexity of optimization automatically.

Key Capabilities

• Cross-region GPU access that provisions GPU nodes from any Azure region as part of your existing AKS cluster—no multi-region complexity
• Predictive scaling that analyzes workload patterns and scales infrastructure before performance is impacted
• Continuous workload rightsizing that ensures applications always have optimal CPU, memory, and GPU allocations
• Intelligent node selection across Azure instance types, including GPU-optimized VMs for AI workloads
• Real-time reliability monitoring with proactive alerts and automated remediation for performance issues

Better together

Cast AI is available through the Azure Marketplace, enabling fast deployment and simplified procurement. It works alongside Azure-native services and supports enterprise AKS environments that require predictable performance and disciplined cloud spend.