Akridata website screenshot

Akridata

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.

Akridata publishes 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Computer Vision, Data Curation, and Machine Learning.

Akridata’s developer surface includes documentation, getting-started guide, engineering blog, pricing, support, signup flow, CLI, and 11 more developer resources.

30.6/100 thin ▬ flat Agent 10/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5
AccessSelf serve
1 APIs
CompanyArtificial IntelligenceComputer VisionData CurationMachine LearningVisual InspectionData ExplorerMLOps

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 30.6/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 10/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/akridata: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

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 Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Akridata Authentication

apiKey · 1 scheme

SECURITY

Akridata Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

Documentation 1

Reference material describing how the API behaves

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 2

Authentication, authorization, and security posture

Operate 1

Status, limits, changes, and where to get help

Commercial 3

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: akridata
name: Akridata
description: 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.
url: https://raw.githubusercontent.com/api-evangelist/akridata/refs/heads/main/apis.yml
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://akridata.ai/wp-content/uploads/2026/05/Akridata-Preview-Image-1.png
x-type: company
x-source: vc-portfolio
x-backed-by:
- accel
- partech
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-17'
tags:
- Company
- Artificial Intelligence
- Computer Vision
- Data Curation
- Machine Learning
- Visual Inspection
- Data Explorer
- MLOps
apis:
- name: Akridata Data Explorer API
  description: '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, image-based similarity search, labeling, and visualization
    job metadata. Accessed against the SaaS endpoint using an API key downloaded from the Data Explorer profile.'
  humanURL: https://docs.akridata.ai/docs/sdk-for-api-access
  baseURL: https://app.akridata.ai
  properties:
  - type: Documentation
    url: https://docs.akridata.ai/docs/sdk-for-api-access
  - type: GettingStarted
    url: https://docs.akridata.ai/docs/quick-start
  - type: Authentication
    url: authentication/akridata-authentication.yml
  - type: SDKs
    url: packages/akridata-packages.yml
  - type: CLI
    url: cli/akridata-cli.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://akridata.ai/
- type: DeveloperPortal
  url: https://docs.akridata.ai/
- type: Documentation
  url: https://docs.akridata.ai/docs
- type: GettingStarted
  url: https://docs.akridata.ai/docs/quick-start
- type: Blog
  url: https://akridata.ai/blog/
- type: Pricing
  url: https://akridata.ai/pricing/
- type: Support
  url: https://akridata.ai/contact-us/
- type: SignUp
  url: https://app.akridata.ai/
- type: Login
  url: https://app.akridata.ai/
- type: TermsOfService
  url: https://akridata.ai/terms/
- type: PrivacyPolicy
  url: https://akridata.ai/privacy/
- type: GitHubOrganization
  url: https://github.com/akridata-ai
- type: Packages
  url: packages/akridata-packages.yml
- type: SDKs
  url: packages/akridata-packages.yml
- type: CLI
  url: cli/akridata-cli.yml
- type: Authentication
  url: authentication/akridata-authentication.yml
- type: LLMsTxt
  url: llms/akridata-llms.txt
- type: DomainSecurity
  url: security/akridata-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence