V7 · FinOps Profile

V7 Labs Finops

FinOps view of V7 spend. V7 bills its Darwin training-data platform and V7 Go document-automation platform through sales-led annual contracts combining per-seat subscription, annotation/automation usage, automated model and agent runs, and AI token consumption. Public per-unit rates are not published, so the meters below describe cost dimensions rather than reconciled prices.

V7 Labs Finops is the FinOps profile for V7 on the APIs.io network, aligned with the FinOps Foundation Framework.

It defines 6 billable meters, billed in USD, on a annual cycle, and pricing category subscription + usage-based.

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

Tagged areas include AI, Training Data, Data Labeling, Annotation, and Document AI.

Category: AI and Machine Learning Pricing: Subscription + Usage-Based Billing: Annual FOCUS v1.3
AITraining DataData LabelingAnnotationDocument AIComputer VisionFinOpsCost ManagementFOCUS

Framework Alignment

Framework
FinOps Foundation Framework
Data Spec
FOCUS v1.3

Charge Categories

UsagePurchaseAdjustment

FOCUS Columns

BillingCurrency
USD
ChargeCategory
Usage
InvoiceIssuerName
V7
PricingCategory
Subscription + Usage-Based
ProviderName
V7
PublisherName
V7
ServiceCategory
AI and Machine Learning
ServiceName
V7 Darwin

Meters

seats
Unit: seats
Active user seats on Darwin / V7 Go, billed per seat under the subscription.
items_annotated
Unit: items
Dataset items registered and annotated, a key volume driver for annotation contracts.
automated_model_runs
Unit: runs
Automated model / AI annotation runs executed against items.
agent_runs
Unit: runs
V7 Go agent/entity processing runs over documents.
ai_tokens
Unit: tokens
AI/LLM token consumption for model-backed extraction and automation.
exports
Unit: jobs
Dataset export (release) generation jobs producing downloadable training data.

Sources

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