# Akridata

**Canonical:** https://apis.io/providers/akridata/  
**Website:** https://akridata.ai/  
**APIs profiled:** 1

Akridata builds AI-powered visual data and inspection tooling for data-centric AI teams and manufacturers. Its Data Explorer product helps ML engineers visualize large image and video datasets, detect and remove outliers, check class balance, sample and de-duplicate data, run image-based similarity search, curate and label training sets, and analyze model accuracy. Data Explorer ships a first-party Python SDK (akride) plus Docker images and an ingest CLI for programmatic access to catalogs, explore/analyze jobs, similarity search, labeling, and visualization job metadata against the SaaS endpoint at app.akridata.ai. Akridata also offers Vision Assist, Vision Command, and Vision Copilot for real-time AI visual inspection and defect detection across manufacturing, automotive, medical device, railway, and agriculture. The company was acquired by Dimaag-AI and originally surfaced as a portfolio company of Accel and Partech.

## Kin Score — 26.6 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 26.6).

| Facet | Score |
|---|---|
| Discoverability | 75.9 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 2.6 |
| Developer Ergonomics | 48.8 |
| Commercial Clarity | 44.7 |
| Access Clarity | 44.7 |

## Agent readiness — 8.5 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Self-serve signup — onboarding: self-serve, pricing: unknown, trial: no (confidence: medium).

## APIs (1)

- **Akridata Data Explorer API** — Programmatic access to Akridata Data Explorer via the first-party Python SDK (akride) and ingest CLI: data/dataset registration, catalog operations, explore and analyze jobs, im...

## Security (2)

- **Akridata Authentication** — apiKey · 1 scheme
- **Akridata Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, Artificial Intelligence, Computer-Vision, Data Curation, Machine-Learning, Visual Inspection, Data Explorer, MLOps

---

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