AIHunters

AIHunters was an AI and computer-vision company that built Cognitive Mill, a cognitive computing cloud platform for Media and Entertainment automation. Cognitive Mill analyzed long-form video with human-like scene understanding and shipped as branded services: CognitiveReelz (automated sports highlights and movie summarization), CognitiveSkip (end-credits detection for EPG correction), CognitiveCrop (cropping to portrait/mobile aspect), CognitiveCast (celebrity face-recognition metadata), CognitiveNude (nudity filtering) and CognitiveShapes (broadcast graphics detection). It exposed a public REST API at api.cognitivemill.com behind a Swagger UI. The company later became GrayPaw and pivoted to industrial cognitive vision; in February 2026 Linque acquired the Cognitive Vision AI IP. Both aihunters.com and cognitivemill.com now redirect to linque.com and the Cognitive Mill API host no longer resolves.

AIHunters is profiled on the APIs.io network. Tagged areas include Artificial Intelligence, Computer-Vision, Video, Media, and Entertainment.

🌐 Visit website 📡 Source on GitHub
5.3/100 minimal Agent 0/100 human only Full breakdown ↓
scored 2026-09-14 · rubric v0.22.0
0 APIs
Artificial IntelligenceComputer-VisionVideoMediaEntertainmentMachine-LearningContent AutomationVideo Analysis

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 5.3/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
Access Clarity 0.0 / 20
Operational Transparency 0.7 / 13
Contract Governance 0.0 / 12
Discoverability 4.6 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 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
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.
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Resources

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Lifecycle
Lifecycle

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization

Company 2

The organization behind the API

Website
Website
 LinkedIn
LinkedIn

Source (apis.yml)

apis.yml Raw ↑ 
aid: aihunters
name: AIHunters
description: 'AIHunters was an AI and computer-vision company that built Cognitive Mill, a cognitive computing cloud platform
  for Media and Entertainment automation. Cognitive Mill analyzed long-form video with human-like scene understanding and
  shipped as branded services: CognitiveReelz (automated sports highlights and movie summarization), CognitiveSkip (end-credits
  detection for EPG correction), CognitiveCrop (cropping to portrait/mobile aspect), CognitiveCast (celebrity face-recognition
  metadata), CognitiveNude (nudity filtering) and CognitiveShapes (broadcast graphics detection). It exposed a public REST
  API at api.cognitivemill.com behind a Swagger UI. The company later became GrayPaw and pivoted to industrial cognitive vision;
  in February 2026 Linque acquired the Cognitive Vision AI IP. Both aihunters.com and cognitivemill.com now redirect to linque.com
  and the Cognitive Mill API host no longer resolves.'
url: https://raw.githubusercontent.com/api-evangelist/aihunters/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-secondary-market:
  venue: Hiive
  url: https://www.hiive.com/securities/aihunters-stock
specificationVersion: '0.20'
created: '2026-09-14'
modified: '2026-09-14'
tags:
- Artificial Intelligence
- Computer-Vision
- Video
- Media
- Entertainment
- Machine-Learning
- Content Automation
- Video Analysis
tags_raw:
- Artificial Intelligence
- Computer Vision
- Video
- Media
- Entertainment
- Machine Learning
- Content Automation
- Video Analysis
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://aihunters.com/
  x-note: The company's domain of record. It now issues a blanket HTTP 301 to https://linque.com/, the site of the company
    that acquired its Cognitive Vision AI IP in February 2026.
- type: GitHubOrganization
  url: https://github.com/AIHunters
  x-note: First-party org (blog cognitivemill.com, oss@aihunters.com); 0 public repos, last updated 2022-06-06.
- type: LinkedIn
  url: https://www.linkedin.com/company/aihunters
- type: Lifecycle
  url: lifecycle/aihunters-lifecycle.yml
x-enrichment:
  date: '2026-09-14'
  status: minimal
  artifacts_added: 2
  pass: local-v3
x-coverage:
  state: none
  reason: defunct
  detail: 'AIHunters no longer operates: it rebranded to GrayPaw, Linque acquired its Cognitive Vision AI IP on 2026-02-15,
    and both aihunters.com and cognitivemill.com now answer every path — including a negative-control path that cannot exist
    — with a blanket HTTP 301 to the acquirer''s site at linque.com, while the Cognitive Mill REST API host api.cognitivemill.com
    has no DNS record at all and the only archived capture of its Swagger UI never included the spec document it loaded.'
  evidence:
  - url: https://aihunters.com/.well-known/security.txt
    status: 301
  - url: https://cognitivemill.com/openapi.json
    status: 301
  - url: https://aihunters.com/.well-known/aihunters-negative-control-7f3ab91c.json
    status: 301
  - url: https://api.cognitivemill.com/swagger/index.html
    status: 0
  - url: https://github.com/AIHunters
    status: 200
  - url: https://www.linque.com/
    status: 200
  checked: '2026-09-14'

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