# Superb AI

**Canonical:** https://apis.io/providers/superb-ai/  
**Website:** https://superb-ai.com/en  
**APIs profiled:** 1

Superb AI (Superb AI Inc.) is a vision-intelligence company that turns industrial visual data into models enterprises can deploy. Its Superb Platform covers the data-centric computer-vision lifecycle end to end — dataset and image-asset management, human and automated annotation (Superb Label), dataset curation and embedding search (Superb Curate), model training, diagnosis and hosted inference endpoints (Superb Model), plus the ZERO vision foundation model for open-vocabulary detection. The platform is used by manufacturing, logistics, mobility and physical-security teams, and is delivered as cloud, private-cloud and air-gapped on-premise deployments. Developers reach it through a multi-tenant REST API, a first-party Python SDK family and the spb command-line interface.

## Kin Score — 45.5 / 100 (developing)

Scored 2026-09-01 under rubric 0.17.2. Trend: flat (+0.0 from 45.5).

| Facet | Score |
|---|---|
| Discoverability | 75.9 |
| Contract Quality | 46.9 |
| Governance | 18.2 |
| Contract Governance | 18.2 |
| Operational Transparency | 18.4 |
| Developer Ergonomics | 71.4 |
| Commercial Clarity | 36.8 |
| Access Clarity | 36.8 |

## Agent readiness — 37.3 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | bearer |
| Idempotency | verified |
| Error Semantics | verified |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | yes |
| 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 |

## APIs (1)

- **Superb AI MLOps Platform API** — Multi-tenant REST backend for the Superb Platform. 164 operations across tenants, workspaces, image datasets and assets, projects and labeling workflow, annotations, comments, a...

## MCP servers (1)

- **Superb AI Documentation MCP Server**

## Security (3)

- **Superb Ai Authentication** — http · 1 scheme
- **Superb Ai Domain Security** — TLSv1.3 · HSTS · DMARC
- **Superb Ai Trust Center** — SOC 2 Type II, ISO 27001

## Plans (1)

- **Superb Ai Plans Pricing**

## Tags

Artificial Intelligence, Machine-Learning, Computer-Vision, Data Labeling, Annotation, MLOps, Training Data, Model Training, Inference, Datasets

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