Connectors
Cost data enters through two ingest doors into one internal FOCUS v1.4 model.
Any FOCUS-formatted billing export (v1.0–v1.4). Any cloud, any tool, any normalizer — no custom integration. The version shim upgrades the export to the v1.4 canonical model.
Auth + fetch + identity resolution per source. Only the adapter is source-specific; the engine, forecasts, value ratios, and governance gates stay provider-agnostic.
Active — 2 adapters
PointFive (sandbox)
Offline seed mirroring PointFive Opportunities/Anomalies + FOCUS export (documented v1.0).
FOCUS file (private-cloud sandbox)
Offline seed standing in for an on-prem / private-cloud FOCUS export; the live adapter is PR F.
Available — 6 adapters
Each connector goes live automatically once its environment variables are set on the server — no feature flag, no code change. Nothing calls out until a connector is fully configured; set its COSTSOURCE_*_LIVE=false kill-switch to keep one off.
PointFive (live)
Live MCP SSE + OAuth 2.1 adapter — feature flag COSTSOURCE_POINTFIVE_LIVE is OFF; ships dark, no network calls (PR E).
Azure Cost Management (FOCUS export)
Azure Cost Management FOCUS export from a storage container — ready to connect: set AZURE_FOCUS_EXPORT_URL, AZURE_FOCUS_SAS.
AZURE_FOCUS_EXPORT_URLAZURE_FOCUS_SAS
AWS Data Exports (FOCUS 1.0)
AWS Data Exports "FOCUS 1.0 with AWS columns" from an S3 bucket — ready to connect: set AWS_FOCUS_EXPORT_BUCKET, AWS_REGION, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY.
AWS_FOCUS_EXPORT_BUCKETAWS_REGIONAWS_ACCESS_KEY_IDAWS_SECRET_ACCESS_KEY
GCP BigQuery (FOCUS export)
GCP BigQuery FOCUS export billing dataset — ready to connect: set GCP_FOCUS_BQ_DATASET, GCP_PROJECT_ID, GOOGLE_APPLICATION_CREDENTIALS.
GCP_FOCUS_BQ_DATASETGCP_PROJECT_IDGOOGLE_APPLICATION_CREDENTIALS
Kubernetes (OpenCost / Kubecost FOCUS export)
OpenCost / Kubecost FOCUS export over an in-cluster endpoint — ready to connect: set KUBERNETES_FOCUS_ENDPOINT.
KUBERNETES_FOCUS_ENDPOINT
Nutanix Cloud Manager (cost governance FOCUS export)
Nutanix Cloud Manager cost governance export normalized to FOCUS — ready to connect: set NUTANIX_ENDPOINT, NUTANIX_API_KEY.
NUTANIX_ENDPOINTNUTANIX_API_KEY