# XPerf

> XPerf Inc. is an AI infrastructure software company founded by ex-Intel engineers. Its AI-native control plane spans GPU rack validation (ClusterReady), autonomous cluster operations (ClusterBeacon), and intelligent workload scheduling (ClusterMarshal) — turning idle GPU capital into revenue and preventing downtime costs.

ClusterMarshal: Intelligent inference and post-training scheduler across GPU and ASIC clusters with performance-based pricing (announced for October 2026).

## Products

- [ClusterReady](https://xperf.ai/clusterready): Automated AI rack and cluster validation with real AI workloads — 10x faster than conventional L11/L12 workflows, with tokens/sec performance baselines.
- [ClusterBeacon](https://xperf.ai/clusterbeacon): AI-native operations system that continuously monitors AI clusters, predicts and prevents failures, and self-heals — fully on-premise.

## Pages

- [XPerf — AI-Native Solutions for AI Infrastructure](https://xperf.ai/): AI-native control plane for heterogeneous data centers. XPerf spans rack validation to autonomous cluster operations, turning idle GPU capital into revenue.
- [XPerf ClusterReady — Automated AI Cluster Validation](https://xperf.ai/clusterready): Automated AI rack and cluster validation — 10x faster than L11/L12 workflows. Ship racks with performance confidence, revenue-ready at delivery on Day 1.
- [XPerf ClusterBeacon — AI Cluster Reliability, Automated](https://xperf.ai/clusterbeacon): An AI-native operations system that continuously monitors your AI clusters, finds problems before they cause downtime, and fixes them automatically.
- [About XPerf Inc. | AI Infrastructure Software](https://xperf.ai/about): XPerf Inc. is an AI infrastructure software company founded by ex-Intel engineers, specializing in AI-native GPU cluster validation and optimization.
- [XPerf Newsroom — Press Releases & Media Coverage](https://xperf.ai/press): Press releases, partner announcements, and media coverage from XPerf — the AI-native control plane for heterogeneous data centers. Media inquiries welcome.
- [Careers at XPerf | AI Infrastructure Engineering](https://xperf.ai/careers): Build the infrastructure software that powers the next generation of AI compute. See open roles and join the XPerf team in Round Rock, Texas.
- [Request a Demo | XPerf](https://xperf.ai/contact): Request a demo of XPerf. Tell us your GPU cluster size, hardware mix, and what you are trying to solve — we will get back within one business day.

## Press

- [XPerf ClusterReady™ Validates AI Racks 10× Faster: Delivers Industry-Leading AMD GPU…](https://xperf.ai/press/xperf-clusterready-amd-gpu-cluster-results-mitac): AMD Instinct MI325X racks with MiTAC Computing G8825Z5 servers achieved performance 20% higher than AMD's published FLUX.1-dev benchmark results, with the…
- [XPerf and Akash Systems Collaborate to Deliver Auditable Energy and Thermal Impact of…](https://xperf.ai/press/xperf-akash-systems-diamond-cooling-mi350x): A first-of-its-kind collaboration pairing Diamond Cooling® technology with AI-native rack validation — quantifying watt-per-token efficiency and…
- [XPerf Launches ClusterReady — 10× Faster GPU Rack Validation with Real AI Workloads](https://xperf.ai/press/xperf-clusterready-launch-mitac-mi325x): Validating GPU racks and clusters using AI inference and training workloads, with tokens/sec output. Demonstrated on AMD MI325X racks with MiTAC Computing. —…
- [XPerf Selected for gBETA Round Rock Fall 2025 Cohort](https://xperf.ai/press/xperf-gbeta-round-rock-fall-2025): One of six startups selected from sixty applicants — XPerf takes the stage at the gBETA Round Rock Showcase. — XPerf was selected for the gBETA Round Rock…
- [XPerf Makes Public Debut at SC25 in St. Louis](https://xperf.ai/press/xperf-sc25-public-debut): Two PoC agreements signed with cloud service providers and data center owners; long-term collaboration established with a globally operating CSP. — XPerf made…
- [XPerf Featured in Refery's List of Fast-Growing Texas Startups](https://xperf.ai/press/xperf-refery-texas-startups-coverage): XPerf joins a curated list of Texas startups to watch — now at $2.5M+ pre-seed and actively hiring. — XPerf was featured in Refery's list of fast-growing…
- [XPerf Inc. Emerges from Stealth to Tackle GPU Utilization Challenges](https://xperf.ai/press/xperf-emerges-from-stealth): An AI infrastructure startup launches from stealth to address low GPU utilization across complex, multi-vendor AI data centers — with AI-native optimization…
- [XPerf Sponsors tidalTAMU Hackathon 2025 at Texas A&M University](https://xperf.ai/press/xperf-sponsors-tidaltamu-hackathon-2025): A one-day innovation sprint at Texas A&M bringing students, creators, and tech enthusiasts together to turn ideas into real-world impact. — XPerf is…