How It Works
SIMPLE TO GET STARTED
01
Define your workload
Submit model type, memory requirements, and performance constraints.
02
Intelligent workload analysis
Zygma evaluates cost-performance tradeoffs across available compute pools.
03
Dynamic routing
Workloads are deployed to the most cost-efficient configuration.
04
Continuous optimization
Telemetry-driven refinement improves cost-per-inference over time.
Unified Inference Infrastructure for Production-Scale AI
Zygma provides a silicon-agnostic inference platform that enables teams to deploy, manage, and scale AI models through a single unified API and console. Our intelligent routing and orchestration layer dynamically optimizes workloads across heterogeneous compute providers to minimize cost, reduce latency, and ensure reliable capacity. Zygma abstracts infrastructure complexity, providing production-grade performance, observability, and scalability without requiring teams to manage GPUs or vendor-specific deployments.
Single endpoint. Automatic routing. Production scale by default.
Core Capabilities
Run AI workloads across NVIDIA, AMD, and heterogeneous compute providers through a unified abstraction layer. Zygma dynamically selects the optimal hardware and provider without requiring application or infrastructure changes, preventing vendor lock-in and enabling flexible capacity scaling.
Silicon-agnostic inference routing
Zygma continuously analyzes latency, throughput, utilization, and cost signals to intelligently route each request to the most efficient execution environment. This ensures optimal price-performance while maintaining reliability, performance targets, and workload stability at production scale.
Real-time cost and performance optimization
Deploy, manage, and scale models through a single API and console with integrated telemetry, monitoring, and lifecycle controls. Zygma provides production-grade visibility into performance, cost, and system health without requiring teams to manage underlying GPU infrastructure.
Unified deployment and observability platform
Infrastructure efficiency benefits
↓ 40%
Cost reduction
Inference cost reduction through intelligent routing
↓ 60%
Latency improvement
Production reliability with multi provider failover
0 GPUs
No provisioning
No infrastructure provisioning required
1 API
Unified access
Unified access across all compute providers