Coval · FinOps Profile

Coval Ai Finops

FinOps view of Coval spend. Coval is a sales-led simulation and evaluation platform for AI voice and chat agents, so spend is governed by a negotiated contract rather than a public usage meter. The natural cost drivers are the number of simulations run, the volume of conversations and transcripts evaluated, and the number of metric evaluations executed. Concrete unit rates are not publicly documented and must be reconciled with Coval.

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

It defines 3 billable meters, billed in USD, on a contract cycle, and pricing category commitment-based.

The profile maps 8 FOCUS columns for cost-allocation reporting.

Tagged areas include AI, Agents, Voice AI, Simulation, and Evaluation.

Category: AI and Machine Learning Pricing: Commitment-Based Billing: Contract FOCUS v1.3
AIAgentsVoice AISimulationEvaluationTestingFinOpsCost ManagementFOCUS

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

PurchaseUsage

FOCUS Columns

BillingCurrency
USD
ChargeCategory
Purchase
InvoiceIssuerName
Coval
PricingCategory
Commitment-Based
ProviderName
Coval
PublisherName
Coval
ServiceCategory
AI and Machine Learning
ServiceName
Coval

Meters

simulations_run
Unit: simulations
Number of agent simulations launched across runs. A likely primary cost driver; rate not publicly documented.
conversations_evaluated
Unit: conversations
Production conversations / transcripts submitted for evaluation and observability.
metric_evaluations
Unit: evaluations
Metric (scorer) evaluations executed against simulations and conversations.

Sources

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/coval-ai-finops"
All finops 
curl "https://apis.io/api/v1/finops?limit=25"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

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