Metrum provides an autonomous platform that simplifies AI infrastructure management for enterprises, enabling no‑code configuration and parallel execution of thousands of performance benchmarks. The system delivers real‑time Pareto and total‑cost‑of‑ownership analysis with AI‑driven hardware recommendations, and continuously monitors infrastructure health to detect anomalies and trigger preventive actions, all under SOC 2 Type 2 and ISO 27001 compliance.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises deploying AI models often encounter high infrastructure complexity, requiring specialized staff to benchmark performance, monitor health, and optimize hardware costs. These bottlenecks limit the ability to scale AI workloads efficiently and increase total cost of ownership.
Solution
Metrum offers an autonomous platform that streamlines AI infrastructure management from performance benchmarking to health monitoring. Users can configure and launch thousands of parallel benchmark scenarios through a no‑code UI, receiving real‑time Pareto and total‑cost‑of‑ownership analyses. The system applies AI‑driven recommendations to select optimal hardware configurations and improve goodput. At the metal layer, autonomous agents continuously monitor infrastructure health, detect anomalies, and trigger preventive actions before outages occur. All data are secured under SOC 2 Type 2 and ISO 27001 compliance, enabling enterprises to reduce staffing overhead while maintaining reliable AI operations.
Target Audience
Primary customers are enterprise AI/ML engineering teams, data center operations groups, and technology leaders responsible for scaling AI workloads and managing infrastructure costs.
Features
- No‑code dashboard for configuring and running parallel AI performance benchmarks at scale
- Automated Pareto, TCO, and goodput analysis with AI‑generated hardware recommendation engine
- Continuous infrastructure health monitoring with anomaly detection and autonomous remediation
- Integration of reactive alerts and proactive prevention agents at the metal layer
- Enterprise‑grade security certifications (SOC 2 Type 2, ISO 27001) for data protection