# V7

**Canonical:** https://apis.io/providers/v7-labs/  
**Website:** https://www.v7labs.com  
**APIs profiled:** 6

V7 is an AI training-data and document-automation company. V7 Darwin is a training-data platform for labeling images, video, and documents and orchestrating human-in-the-loop annotation workflows; V7 Go automates document-intensive knowledge work with agentic AI. The Darwin REST API at https://darwin.v7labs.com/api manages datasets, items, annotations, classes, workflow stages, and exports using ApiKey authentication.

## Kin Score — 37.9 / 100 (thin)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (+0.0 from 37.9).

| Facet | Score |
|---|---|
| Discoverability | 74.1 |
| Contract Quality | 51.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 34.2 |
| Developer Ergonomics | 19.0 |
| Commercial Clarity | 47.4 |
| Access Clarity | 47.4 |

## Agent readiness — 21.5 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | documented |
| MCP Server | no |
| Auth Clarity | bearer |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: high).

## APIs (6)

- **V7 Annotations API** — Read and import item annotations.
- **V7 Classes API** — Manage annotation classes (labeling taxonomy).
- **V7 Datasets API** — Create and manage datasets.
- **V7 Exports API** — Request and manage dataset exports (releases).
- **V7 Items API** — Register, upload, list, and manage dataset items.
- **V7 Workflows API** — Manage multi-stage annotation workflows and stages.

## Agentic access (1)

- **V7 Labs Agentic Access** — 25 operations · 14 acting

## Security (4)

- **V7 Labs Authentication** — apiKey · 1 scheme
- **V7 Labs Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC
- **V7 Labs Vulnerability Disclosure** — security.txt · contact published
- **V7 Labs Trust Center** — SOC 2, ISO 27001, HIPAA, GDPR

## Plans (1)

- **V7 Labs Plans Pricing**

## Tags

Artificial Intelligence, Training Data, Data Labeling, Annotation, Document AI, Computer-Vision

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/v7-labs/). Scores are computed from the provider's own public artifacts under a published rubric.