EdgeTelemetry ingests heterogeneous telemetry from GPUs, hosts, cooling, power, and network systems, normalizes it into a unified schema, and validates system readiness — turning weeks of fragmented onboarding into hours of automated validation.
Modern GPU and data center environments stream telemetry from a fragmented vendor stack — GPU drivers, host OS metrics, cooling sensors, power systems, network fabric. Each in its own schema, sample rate, and reliability profile.
EdgeTelemetry ingests them in real time, normalizes them into a single operational schema, validates system state against readiness criteria, and exposes everything to a reasoning layer that turns telemetry into decisions.
Real-time ingestion from GPU drivers, host metrics, cooling, power, and network fabric. Resilient to source variability. No vendor lock-in.
Normalization into a consistent schema across vendors and source types. Validation, enrichment, lineage tracking. Queryable in real time.
Validates system state against readiness criteria before declaring operational. Catches misconfigurations before they cost cluster time.
Architected for a reasoning layer (typically Claude) that interprets state, hypothesizes root causes, plans remediation, and escalates with full context.
The right time to invest in unified telemetry isn't after your first major incident. It's before the rack ever powers on. EdgeTelemetry exists because we got tired of building this layer from scratch on every engagement.
| gpu_data_centers | Operators standing up new GPU clusters who can't afford weeks of manual onboarding per rack — and whose customers expect immediate operational readiness. See GPU rack onboarding automation → |
| colocation_providers | Colos serving AI workloads where customer SLAs depend on telemetry transparency and validated infrastructure state. |
| hyperscaler_capacity_partners | Partners building capacity for hyperscalers where audit-grade telemetry, validation, and lineage are contractual requirements. |
| industrial_data_environments | Manufacturing and industrial environments where the same fragmentation problems apply — heterogeneous sensors, vendor schemas, validation requirements — and the agentic operations vision is the same. |
EdgeTelemetry is currently deployed with select customers. We're working with a small number of additional operators on early access. If your environment fits, we'd like to talk.