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.
Limited machine-readable signal and partial portal coverage — documentation a human can read, but little a machine or agent can consume without scraping.
API Evangelist profiles Akridata the way a machine reads it — 3 machine-readable artifacts across 1 API, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Akridata scores 30.6/100 (thin), with a separate agent-readiness read of 10/100 (human only). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
How we profile Akridata
Each block below is one kind of artifact we hold for Akridata. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 1
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
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 — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Resources
Every other property we hold for Akridata — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
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
← All providers · Data indexed from github.com/api-evangelist/akridata · machine-readable index on apis.io