StormForge
StormForge Optimize Live continuously rightsizes Kubernetes workloads to ensure cloud-native applications are both cost effective and performant while removing developer toil.
As a vertical rightsizing solution, Optimize Live is autonomous, tunable, and works seamlessly with the Kubernetes horizontal pod autoscaler (HPA) at enterprise scale. Optimize Live addresses both over- and under-provisioned workloads by analyzing usage data with advanced machine learning to recommend optimal resource requests and limits.
Recommendations can be deployed automatically on a flexible schedule, accounting for changes in traffic patterns or application resource requirements, ensuring that workloads are always right-sized, and freeing developers from the toil and cognitive load of infrastructure sizing.
Organizations see immediate benefits from the reduction of wasted resources — leading to cost savings of 40-60% along with performance and reliability improvements across the entire estate.
Learn more
Nutanix Cost Governance
Drive financial accountability with intelligent resource sizing and accurate visibility into cloud metering and chargeback with NCM Cost Governance (formerly Beam). Achieve greater visibility, optimization and control across public, private, and hybrid multi-cloud environments to keep cloud costs under control. Visibility into public and private cloud spending simplifies cost management and multi-cloud governance. Save more by automating tasks, rightsizing resources and making smarter reserved instance purchases. Allocate resource costs based on consumption and drive governance with a multicolored chargeback. Total cost of ownership is based on the true cost of running a private cloud, including all IT admin costs, calculated using configurable industry standards. Automatically create cloud consumption reports to allocate untagged spending to a cost center and set up budget alerts to keep costs well under control.
Learn more
Exostellar
Exostellar is a self-managed AI infrastructure orchestration platform built to simplify how enterprises run heterogeneous CPU and GPU environments. It intelligently handles scaling, scheduling, and optimization so AI developers and IT teams don’t have to manage infrastructure complexity manually. Exostellar unifies orchestration, optimization, and scalability into a single adaptive layer designed for hybrid and multi-cloud environments. The platform supports advanced CPU and GPU resource management, including just-in-time provisioning and AI-assisted scheduling. With autonomous right-sizing and smart workload tuning, Exostellar helps organizations maximize infrastructure utilization. It is vendor-agnostic and avoids lock-in, giving teams full control across clusters and clouds. By boosting efficiency and reducing costs, Exostellar significantly improves ROI for enterprise AI infrastructure.
Learn more
CloudAvocado
CloudAvocado is an AWS workload and cost management platform that eliminates idle spend with smart scheduling and continuous rightsizing guidance. Teams use CloudAvocado to automate non working hours behavior, rightsize Auto Scaling groups (ASGs) and container clusters, and visualize utilization and savings across accounts, tags, and regions.
Create schedules to start/stop or scale resources across EC2, RDS (where supported by AWS), ECS, EKS, SageMaker, MongoDB Atlas . Apply schedules globally with tags or locally to specific resources and teams. Operate from a single console: start, stop resources, assign tags, apply schedules, and manage ownership so dev, test, QA, analytics, and ML environments stopped when no one is using them. Scale ECS, EKS services and node groups to zero non working hours
Optimization where it matters Use Cloud Health to assess ownership, tagging, and scheduling coverage, and to surface recommendations for resources.
Learn more