Confident AI · FinOps Profile

Confident Ai Finops

FinOps framework alignment for the Confident AI API surface. Provides a FOCUS-shaped mapping for cost allocation, usage measurement, and unit-economics reporting.

Confident Ai Finops is the FinOps profile for Confident AI on the APIs.io network, aligned with the FinOps Foundation Framework.

Tagged areas include LLM Evaluation, Open Source, Observability, Red Teaming, and Guardrails.

Category: API FOCUS v1.3
LLM EvaluationOpen SourceObservabilityRed TeamingGuardrailsPythonTypeScriptFinOpsCost ManagementFOCUS

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

FOCUS Columns

Work with this as data

Every finops artifact here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for finops

4 MCP tools reach this
  • find_finopsBrowse and filter every finops artifact in the catalog.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This finops artifact 
curl "https://apis.io/api/v1/finops/confident-ai-finops"
All finops 
curl "https://apis.io/api/v1/finops?limit=25"

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A second provider on the same verified email joins the account you already have.