Usage & cost API, org seats, workspace keys.
Compute 360 is only as complete as its feeds. Connect inference providers for spend and seats, clouds and Vast for GPU billing, Grafana or Datadog for utilization on owned racks, and your HRIS so spend rolls up to real people and cost centers.
Usage & cost API, org seats, workspace keys.
Usage API, Enterprise seat roster, project keys.
Vertex billing export + Workspace Gemini seats.
Grok API usage and SuperGrok seats.
Per-model, per-key spend and routing analytics.
Cost Explorer + CloudWatch GPU metrics for p5/p4 fleets; Bedrock usage.
Cost Management exports, ND-series metrics, Azure OpenAI usage.
Rented instances, host earnings, and listing management.
Pull DCGM / nvidia-smi utilization for owned racks.
GPU metrics and LLM Observability spans → per-team attribution.
Employee roster, departments, and managers so every API key and seat maps to a person and a cost center.
Org chart + app provisioning: know which seats are assigned to who, and catch seats left on after offboarding.
Worker and cost-center hierarchy for enterprise chargeback and headcount-normalized spend.