slug: viam
provider: Viam
generated_by: planning/capability-mapping/scripts/classify_capabilities.py
model: claude-opus-5
frame:
- Automotive & Mobility
min_confidence: 0.7
capability_model:
  source: https://github.com/vincentmakes/turbo-ea-capabilities
  license: CC-BY-4.0
  attribution: Turbo EA Capabilities by Vincent Verdet — Turbo EA, https://github.com/vincentmakes/turbo-ea-capabilities,
    CC BY 4.0
  notice: NOTICE
edge_count: 7
edges:
- tag: Training Jobs
  spec_file: viam-training-jobs-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.85
  evidence: '''Submit, monitor, and manage cloud-hosted ML training jobs that produce models deployable
    to viam-server''; ''SubmitTrainingJob'''
  reason: Operations submit, monitor, cancel and delete ML training jobs and retrieve their logs — squarely
    AI/ML model lifecycle and MLOps management.
- tag: OAuth Apps
  spec_file: viam-oauth-apps-api-openapi.yml
  capability_id: BC-4270.40
  capability_id_l1: BC-4270
  capability_name: Developer Identity & Credential Management
  confidence: 0.78
  evidence: '"Viam Create Oauth App", "Viam List Oauth Apps"'
  reason: Registration and listing of OAuth client applications for the platform, which is issuance and
    stewardship of developer OAuth clients under Developer Identity & Credential Management.
  recovered_from: sweep-20260829T005356Z-edges.json
- tag: Charges
  spec_file: viam-charges-api-openapi.yml
  capability_id: BC-4250
  capability_id_l1: BC-4250
  capability_name: Subscription Billing & Revenue Management
  confidence: 0.75
  evidence: POST /viam.app.v1.BillingService/CreateInvoiceAndChargeImmediately — Viam Create Invoice And
    Charge Immediately; 'Retrieve current-month usage, invoice summaries, invoice PDFs, billing tiers'
  reason: BillingService operations charge an organization and create invoices from metered usage — recurring/usage-based
    billing for the SaaS platform. L1 clear; ambiguous between invoicing (.30) and payment collection
    (.40), so no L2.
- tag: Billing Tiers
  spec_file: viam-billing-tiers-api-openapi.yml
  capability_id: BC-4240
  capability_id_l1: BC-4240
  capability_name: Subscription Lifecycle Management
  confidence: 0.7
  evidence: POST /viam.app.v1.BillingService/GetAvailableBillingTiers  getAvailableBillingTiers; POST
    /viam.app.v1.BillingService/UpdateOrganizationBillingTier  updateOrganizationBillingTier
  reason: These BillingService operations expose the catalogue of available plan tiers and change which
    tier an organization is on, plus which organization is billed for a location. That is commercial plan/subscription
    lifecycle management for the SaaS platform. L2 left null because the evidence straddles Plan & Entitlement
    Design (tier catalogue) and Subscription Modification (updating an org's tier).
  recovered_from: sweep-20260829T005356Z-edges.json
- tag: Inference
  spec_file: viam-inference-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: '''Run cloud-hosted inference against models registered in the Viam ML registry''; MLInferenceService/GetInference'
  reason: Serving ML models registered in a model registry is part of the AI/ML model lifecycle (MLOps),
    which maps to Artificial Intelligence Management. Single narrow operation keeps confidence moderate.
- tag: Invoices
  spec_file: viam-invoices-api-openapi.yml
  capability_id: BC-4250.30
  capability_id_l1: BC-4250
  capability_name: Invoicing & Statement Management
  confidence: 0.7
  evidence: POST /viam.app.v1.BillingService/GetInvoicesSummary  Viam Get Invoices Summary; GetInvoicePdf;
    SendPaymentRequiredEmail
  reason: Operations retrieve invoice summaries and invoice PDFs and trigger payment-required notifications
    for a usage-based cloud platform — i.e. invoicing/statement delivery within the subscription billing
    model, not general ledger accounting.
- tag: ML Model
  spec_file: viam-ml-model-api-openapi.yml
  capability_id: BC-610.60
  capability_id_l1: BC-610
  capability_name: Artificial Intelligence Management
  confidence: 0.7
  evidence: Run device-side inference against deployed ML models (TFLite, ONNX, Triton) and inspect model
    input/output schemas via Metadata
  reason: Operations Infer and Metadata serve deployed ML model execution and introspection, which sits
    within AI/ML model lifecycle and MLOps capability.