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Eye on A.I. · Wednesday, July 15, 2026

Virtana's Observability Platform Addresses Complex AI Infrastructure Challenges

Paul Appleby of Virtana explains that their observability platform is designed to provide end-to-end visibility for AI factories, a critical need as AI adoption accelerates. The platform aims to help companies manage complex systems and identify issues that hinder performance and ROI.

personPaul ApplebycompanyVirtana

The tape

3 quotes
So what we've essentially done is taken an incredible legacy of observability and fully embraced this whole, you know, AI era to support the companies as they scale up their AI investments.
Paul Appleby
Um, it's becoming increasingly critical, uh, as these systems scale, right?
Paul Appleby
And, you know, what, uh, you know, what exists for many companies today, you know, are, you know, bits of telemetry out of each level of the stack that they're trying to stitch together to identify, hey, what's really going on and how do we actually better manage this environment.
Paul Appleby
Heard on Eye on A.I. — “6 in 10 Enterprises Can't Find the Root Cause When Their AI Workloads Fail | Paul Appleby, Virtana, published Wednesday, July 15, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
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Virtana's Observability Platform Addresses Complex AI Infrastructure Challenges — Heardvine