Anveld Docs
Platform

Cloud Platform

The managed service layer for fleets, training jobs, model registry, telemetry, and collaboration.

The cloud platform is the managed side of Anveld. It is where local and edge workflows scale out into shared infrastructure.

Major Product Areas

  • Fleet overview and device status
  • Training job orchestration
  • Model registry
  • Telemetry ingestion and monitoring
  • Alerts and anomaly workflows
  • Team management and access control

Service Model

The current product docs describe services such as:

  • Managed Ray compute
  • Registry and artifact storage
  • Telemetry pipelines
  • Distributed simulation
  • Edge device management
  • Dataset services

Why It Exists

Local-first development is a good default, but production robotics workloads still need shared infrastructure for long-running training, rollouts, telemetry, and access control. The cloud platform is the operational layer that complements the SDK and CLI rather than replacing them.

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