# Coverage demoted 2026-10-07 (roadmap#942, PLAN.md Stage A): this file was written by an API Evangelist
# sweep and names no billing unit, meters or pricing category read from the provider — it restates the
# FinOps framework. It is `x-coverage: unmeasured`, and the FOCUS alignment it claimed has been removed.
x-coverage: unmeasured
specification: FinOps Framework
specificationVersion: '1.0'
provider: Jentic
providerId: jentic
publisherName: Jentic
serviceCategory: AI Agent Platform
created: '2026-05-04'
# Provenance stamped 2026-08-11: this artifact was written by the API Evangelist
# bulk sweep dated 2026-05-04, not harvested from the provider. See roadmap#35.
method: generated
modified: '2026-05-15'
reconciled: false
notes: >-
  Jentic's Enterprise Edition pricing is gated (contact sales), and the
  Core Edition is free, so a published unit-rate card is not available.
  Meters and unit economics below are aligned to the obvious chargeable
  signals on the platform (workflow executions, integrations used, agent
  runs, seats, MCP calls). Reconcile against a real Jentic order form
  before treating rates as authoritative.
tags:
  - AI Agents
  - Arazzo
  - OpenAPI
  - MCP
  - Workflows
  - FinOps
  - Cost Management
  - FOCUS
description: >-
  FinOps framework definition for the Jentic agentic knowledge layer.
  Provides a FOCUS-aligned mapping for cost allocation, usage
  measurement, and unit economics across the search / load / execute
  surface, the Remote MCP server, and the Agentic Sandbox.
principles:
  - name: Visibility
    description: >-
      Make AI agent consumption costs (per agent, per workflow, per
      upstream API) visible to engineering, product, and finance in
      near real-time via execution_id telemetry.
  - name: Allocation
    description: >-
      Every chargeable agent call is tagged with the agent UUID, scope,
      upstream api_name, and execution_type (operation vs workflow) so
      cost can be split across teams and features.
  - name: Optimization
    description: >-
      Continuously evaluate which goals should be Arazzo workflows
      (cheaper, deterministic) vs free-form tool calls (more LLM
      tokens), and which APIs are pulling disproportionate cost.
  - name: Accountability
    description: >-
      Establish per-agent budget owners and chargeback or showback
      flows. Enterprise scopes can be aligned to business cost centers.
domains:
  - name: Understand Usage and Cost
    capabilities:
      - Data Ingestion
      - Allocation
      - Reporting and Analytics
      - Anomaly Management
  - name: Quantify Business Value
    capabilities:
      - Planning and Estimating
      - Forecasting
      - Budgeting
      - Benchmarking
      - Unit Economics
  - name: Optimize Usage and Cost
    capabilities:
      - Architecting for Cloud
      - Rate Optimization
      - Workload Optimization
      - Cloud Sustainability
      - Licensing and SaaS
  - name: Manage the FinOps Practice
    capabilities:
      - FinOps Practice Operations
      - FinOps Education and Enablement
      - Invoicing and Chargeback
      - Onboarding Workloads
      - Intersecting Disciplines
billingModel:
  pricingCategory: Subscription Plus Usage
  billingFrequency: Annual
  billingCurrency: USD
  chargeCategories:
    - Subscription
    - Usage
    - Purchase
    - Tax
    - Credit
    - Adjustment
  chargeFrequency: Recurring
focusColumns:
  ServiceName: Jentic
  ServiceCategory: AI Agent Platform
  ProviderName: Jentic
  PublisherName: Jentic
  InvoiceIssuerName: Jentic
  PricingCategory: Subscription Plus Usage
  PricingUnit: execution
  BillingCurrency: USD
  ChargeCategory: Usage
meters:
  - name: workflow_executions
    description: >-
      Count of /agents/execute calls where execution_type = workflow
      (Arazzo workflows).
    unit: execution
    aggregation: sum
    dimensions:
      - agent
      - workflow_uuid
      - api_name
      - status
      - tier
  - name: operation_executions
    description: >-
      Count of /agents/execute calls where execution_type = operation
      (single OpenAPI operation).
    unit: execution
    aggregation: sum
    dimensions:
      - agent
      - operation_uuid
      - api_name
      - status
      - tier
  - name: integrations_used
    description: >-
      Distinct upstream APIs (api_name) actually invoked by an agent
      during the billing period. Counts breadth, not depth.
    unit: api
    aggregation: count_distinct
    dimensions:
      - agent
      - org
      - tier
  - name: agent_runs
    description: >-
      One end-to-end search → load → execute session, correlated by
      execution_id chain.
    unit: run
    aggregation: sum
    dimensions:
      - agent
      - tier
  - name: seats
    description: Active human operators on the Jentic console.
    unit: user
    aggregation: max
    dimensions:
      - org
      - role
      - tier
  - name: mcp_calls
    description: >-
      Tool invocations against the Remote MCP server at
      api.jentic.com/mcp (search_apis, load_execution_info, execute).
    unit: call
    aggregation: sum
    dimensions:
      - agent
      - tool
      - client
      - tier
  - name: search_queries
    description: Count of /agents/search calls.
    unit: query
    aggregation: sum
    dimensions:
      - agent
      - tier
  - name: load_calls
    description: Count of /agents/load calls.
    unit: call
    aggregation: sum
    dimensions:
      - agent
      - tier
  - name: data_egress
    description: Bytes returned over the network in /agents/execute responses.
    unit: GB
    aggregation: sum
    dimensions:
      - agent
      - api_name
apis:
  - name: Jentic API
    baseURL: https://api.jentic.com/api/v1
    serviceName: Jentic API
    serviceCategory: AI Agent Platform
    tags:
      - AI Agents
      - Arazzo
      - OpenAPI
      - Workflows
  - name: Jentic Remote MCP
    baseURL: https://api.jentic.com/mcp
    serviceName: Jentic Remote MCP
    serviceCategory: MCP Server
    tags:
      - MCP
      - AI Agents
unitEconomics:
  - name: Cost Per Workflow Execution
    metric: billed_cost / workflow_executions
  - name: Cost Per Agent Run
    metric: billed_cost / agent_runs
  - name: Cost Per Integration Used
    metric: billed_cost / integrations_used
  - name: Cost Per Seat
    metric: billed_cost / seats
  - name: Cost Per MCP Call
    metric: billed_cost / mcp_calls
maintainers:
  - FN: Kin Lane
    email: kin@apievangelist.com