What is Zware?

Zware OS—the proprietary core of Zsuite—redefines AI computing infrastructure management and optimization, delivering unprecedented efficiency, control, and performance at scale.

Built from the ground up for AI workloads, Zware delivers intelligent orchestration, automated resource management, and performance optimization—boosting model flops utilization (MFU). Designed with enterprise-grade stability to provide state-of-the-art SLAs, Zware ensures maximum uptime and reliable performance at scale.

Zware Performance Metrics - Outperforms Industry in AI Infrastructure

Technical Benefits

Why enterprises choose Zware for their AI infrastructure.

Up to 20% MFU Improvement

Advanced optimization algorithms that maximize model flops utilization across your GPU fleet.

Reduced Infrastructure Costs

Better resource utilization and intelligent scheduling reduce overall infrastructure spend.

Faster Time to Market

Streamlined deployment and management tools accelerate AI model development and deployment.

Enterprise Security

Built-in security features and compliance tools for enterprise-grade AI infrastructure.

AI Software Platform Use Cases

Large Language Model Training

Optimize distributed training across hundreds of GPUs with intelligent scheduling and resource management.

AI Model Inference

Deploy and scale inference workloads with automatic load balancing and performance optimization.

Research Environments

Multi-tenant research platforms with fair scheduling and resource allocation for academic institutions.

Enterprise AI Workloads

Production-ready AI infrastructure with enterprise security, compliance, and monitoring capabilities.