Parlon

Parlon is the observability platform for AI and the infrastructure it runs on. As enterprises deploy real AI workloads across existing power, network, and compute environments, Parlon brings GPU fleets, power and PDU capacity, agent activity, network paths, and traditional infrastructure into a single normalized data model.

Unlike incumbent platforms that treat AI as a bolt-on, Parlon observes the AI workload and the infrastructure supporting it as one system, including the gaps between them where failures often occur. The same platform can replace the legacy network and infrastructure monitoring tools enterprises already run, with a proof of value built in from day one.

In six months, Parlon went from idea to enterprise proof: product shipped, three enterprise customers live, and measurable results including a 70% reduction in alert noise with Alert Auto-Tune™.