Virtana Expands AI Factory Observability to Nutanix Agentic AI Environments — Virtual Instruments USA Inc.

Event summary

Virtana extended its AI Factory Observability to Nutanix Agentic AI environments, integrating visibility and control from infrastructure to AI platforms.
The integration provides real-time GPU telemetry, workload-to-GPU correlation, and token-level performance insights for dynamic agentic AI workloads.
Virtana will demonstrate the solution at Nutanix .NEXT 2026 in April 2026.
75% of enterprises report double-digit AI job failure rates, with over half citing infrastructure bottlenecks.

The big picture

As enterprises shift from building individual AI models to managing complex agentic AI environments, the operational challenge has evolved into ensuring reliable scalability under high-concurrency demand. Virtana’s expansion of AI Factory Observability into Nutanix Enterprise AI addresses this need by providing end-to-end visibility and control across infrastructure and AI workloads. This integration is critical as enterprises increasingly rely on distributed, dynamic AI systems that require real-time performance insights to optimize GPU utilization, manage costs, and ensure system reliability.

What we're watching

Adoption Dynamics: The pace at which enterprises adopt Virtana’s observability solution for Nutanix Agentic AI environments will indicate the market demand for full-stack visibility in agentic AI operations.
Performance Optimization: How effectively Virtana’s real-time GPU telemetry and workload correlation improve performance, reduce costs, and enhance scalability in dynamic AI workloads.
Competitive Positioning: Whether Virtana can sustain its competitive edge as more players enter the AI observability space, particularly with Nutanix’s growing influence in enterprise AI platforms.