CognitiveMill
CognitiveMill was AIHunters' cloud platform for automated video analysis and editing in media and entertainment: trailers, sports highlights, subtitles, ad detection. The service is no longer reachable: as of August 2026 its domain redirects to an unrelated company.
What is CognitiveMill?
CognitiveMill is no longer a working product. Checked on 10 August 2026, cognitivemill.com answers with a permanent HTTP 301 redirect to linque.com, the site of Linque Industrial Intelligence, an industrial AI company whose pages mention neither CognitiveMill nor AIHunters. The vendor's own domain aihunters.com and the companion app domain klipmeapp.com redirect to the same place, and the application endpoint run.cognitivemill.com no longer answers at all. Everything described below comes from the Wayback Machine capture of 22 March 2026, the last snapshot that still served the real site. No acquisition or shutdown announcement was found, and nothing confirms that Linque took the product over.
What it was: a cloud cognitive computing platform built by AIHunters for the media and entertainment industry, presented as the first cognitive computing cloud for that sector. It combined deep learning, digital image processing, cognitive computer vision and classical computer vision, and its makers described modelling the algorithm on the human brain, citing machine perception, probabilistic AI, cognitive neurodynamics and brain-inspired vision. The brand name came from Neisser's 1976 cognitive mill metaphor. The stated ambition: We are building a virtual media 'robot' in the cloud that watches, understands, and decides upon all video content.
It handled films, series, TV shows, sport, esports, news and user-generated content, live or recorded, and claimed to need nothing but the picture: CognitiveMill makes informed decisions based only on the data extracted from the footage. No need for timestamps or script extracts. Advertised outcomes covered automatic trailers, sports and esports highlights, intro and end-credit detection, subtitles, vertical reframing, ad detection and replacement, contextual ad insertion, logo and celebrity recognition, nudity filtering and scene indexing, with claims of processing 50 times faster than a human editor at up to five times lower cost, scaling to hundreds of hours of media a day.
Named targets were broadcasters, TV channels, producers, sports leagues and telecoms. Announced partners and customers included Tedial, GRID, Nagra, BRAVO Studio, LoveTV, NVIDIA Inception, the Google for Startups Cloud Program and the University of Melbourne. Access ran through three doors: a DemoUI, the consumer web app Klipme, and an integration API.
What it does
- Generate film and series trailers automatically from the footage alone
- Produce sports and esports highlight reels without manual logging
- Detect intros, outros and end credits to drive automatic skipping
- Generate subtitles for video content
- Reframe video vertically for social platforms
- Detect and replace advertising in video, or insert contextual ads without breaking a scene
- Index scenes and spot logos, celebrities and nudity to enrich metadata and check catalogue compliance
When to use CognitiveMill / When not to
A quick filter to help you decide if CognitiveMill is the right fit.
When to use CognitiveMill
- Broadcasters and TV channels that needed trailers and promos cut automatically
- Sports leagues and esports organisers producing highlight packages at volume
- OTT and telecom operators enriching large catalogues with subtitles, scene metadata and intro or end-credit markers
- High-volume post-production teams processing hundreds of hours of media per day
- Development and workflow teams plugging automated video processing into an existing production pipeline through an API
When not to use CognitiveMill
- Anyone who needs a working tool now: no access point remains online
- Solo creators and small studios wanting self-service signup, since access ran through a sales contact form only
- Buyers who require a published price list before engaging a vendor
- Teams expecting a permanent free plan or a documented free trial, neither of which existed
- Mobile-first or extension-based workflows: no iOS app, no Android app and no browser extension were ever offered
How to use CognitiveMill
A typical end-to-end flow, from setup to results.
- Know first that none of these steps work any more: every CognitiveMill and AIHunters domain redirects elsewhere and the application endpoint is dead, checked on 10 August 2026
- As the site stood on 22 March 2026, you started with the contact form on the homepage, giving a name, an email and a message; there was no self-service signup
- Use that same contact to ask for a product demonstration, for cloud access, or for bespoke professional services
- Browse the thirteen solutions grouped under OTT, Advertising, Sports and Promotion to pin down the ones matching your workflow
- Try DemoUI, the commercial web interface, to watch the processing run on sample content
- Or go through Klipme, the consumer web app: sign in, upload your videos, choose the edit type, smart reframing, subtitles and effects, then collect the clips
- For production use, request API access, which the vendor gated behind a contact-us-to-try-the-API invitation and presented as plug-and-play with no new interface to learn
- Wire that API into your existing production pipeline, working without public documentation, since none was ever exposed on the site
Pros & Cons
Pros
- Wide functional coverage on a single technical core: trailers, highlights, subtitles, reframing, ad handling, moderation
- Deliberately specialised in media and entertainment rather than a general-purpose video tool
- Claimed to work from the picture alone, needing no timestamps, script or pre-existing metadata
- An integration API meant to slot into an existing workflow instead of adding one more interface to learn
- Named partners and customers gave the claims some external footing: Tedial, GRID, Nagra, LoveTV, BRAVO Studio
- Data subprocessors were listed explicitly in the site's privacy document
Cons
- Decisive: the tool cannot be used at all. Its domains redirect to an unrelated third party and the application endpoint no longer answers, checked on 10 August 2026
- No public pricing, ever: the archived site never had a pricing page at any point in its history
- No terms and conditions were ever published; a cookie policy stood in as the only legal document
- A Data Protection Officer was announced but no contact for that role was published
- The privacy document contained text copied from another vendor's policy, with a stray reference to the Crisp apps, which undermines its reliability
- Nothing was disclosed about where data was hosted, nor about model training or any opt-out
- One single email address for the whole site, and no public API documentation to evaluate an integration
Pricing & Plans
No price was ever published. The archived site carried no pricing page at any point in its history, no amount in any currency, no permanent free plan and no documented free trial. Commercial entry was through a sales conversation: prospects were invited to get in touch for a demonstration, for access to the cloud, or, for the API, to contact the vendor in order to try it. Third-party aggregators report 2024 revenue of USD 1.2 million and eight employees, but those figures are unverified and say nothing about what a customer actually paid. Since the service is no longer reachable, no price can be quoted or checked today.
- No priced plan or tier was ever published
- commercial demonstration interface
- access on request
- no published price
- consumer web app
- no published price
- enterprise access on request
- no published price
Data, GDPR & hosting
A consolidated view of how CognitiveMill handles your data.
GDPR overview
The site claimed compliance explicitly: Cognitivemill is GDPR-compliant, and strictly enforces the regulation as to protect the user data we store. It listed access, rectification, erasure, restriction, portability and objection rights, pointed readers to the EU and Swiss supervisory authorities, and added a separate CCPA and Shine The Light section for California. It also announced a designated Data Protection Officer but published neither a name nor an email for that role, leaving a single support address as the only route in. No Article 27 EU representative was named and no data processing agreement was mentioned anywhere. The same document carried text plainly lifted from another vendor's policy, referring to data reachable from the Crisp apps, which weakens the whole self-declaration. This describes the archived site of 22 March 2026.
Who owns the data?
The only legal document CognitiveMill ever published was its cookie and privacy policy; no terms and conditions existed on the site, so nothing stated who owned the video content the platform processed. In that policy AIHunters described itself as a Processor of personal data handled on behalf of its Business Partners, and as the Controller of personal data collected from Business Partners and site visitors. The same document reserved the right to pass personal data on as part of a merger or sale of assets, under a Business Transfers clause. All of this describes the site as archived on 22 March 2026, not a live service.
Reuse rights
No terms of use were ever published, so the site never said whether a customer could freely reuse what the platform produced from their footage: that question was left entirely open. What the privacy policy did cover was the vendor's own use of personal data. It collected information volunteered through the contact form (name, email, company, job title) plus online identifiers and technical data (IP address, browser, operating system, approximate location). The stated purposes were answering enquiries, sending a newsletter, running and securing the site, and usage statistics. Two third parties were named: SendGrid by Twilio for email and Google Ad Manager for advertising. The policy also claimed, in its own words, Right not to be subject to automated decision-making including profiling: we don't do that (and never will). Nothing at all was said about training models on customer data. Facts as archived on 22 March 2026.
Data retention & training
Hosting summary
Nothing in the archived documents named a hosting country or region. The service was described only as cloud, with no infrastructure provider named, and the site's sole legal document mentioned international transfers in general terms while committing to contractual safeguards: we will require those third party providers to enter into an agreement that provides appropriate safeguards for your information. No jurisdiction, no data centre, no region. Two weak indications, neither of them a hosting statement: AIHunters announced membership of the Google for Startups Cloud Program in a news item dated 19 July 2023, and the address the domain resolves to today, 172.67.74.35 at Cloudflare in the United States, is an anycast CDN node rather than a storage location. The company was registered in Wilmington, Delaware, which speaks to its legal jurisdiction and not to where footage sat. In short, a prospective customer could not have established from public information where their video would be processed or stored, and there is no vendor left to ask.
Where CognitiveMill works
Country-level availability.
Not available in
Things to keep in mind
Risks and trade-offs to weigh before adopting CognitiveMill.
- The tool is gone: as of 10 August 2026, cognitivemill.com returns a permanent redirect to linque.com, an unrelated industrial AI company, and the DemoUI endpoint run.cognitivemill.com no longer responds
- Every product fact in this record describes the site as captured on 22 March 2026; the homepage, about, solutions, cookie policy and demo URLs listed here now redirect or fail, and only the robots.txt still answers
- Do not assume an acquisition: no shutdown or acquisition announcement was found, and the Linque site mentions neither CognitiveMill nor AIHunters
- The vendor's LinkedIn page says AIHunters (evolved into GrayPaw) while its domains point at Linque, and graypaw.com returns an error: the two leads contradict each other and neither is a confirmed successor
- The Wilmington, Delaware address is a typical company-formation address, not evidence of a real place of operation
- The site's only legal document is partly copied from another vendor's policy and its announced Data Protection Officer has no published contact, so its legal reliability is doubtful
- Anyone still finding this tool recommended in a listicle or an old comparison is reading stale advice: budget the time for finding a replacement, not for reaching the vendor
Setup & Integrations
Technical difficulty
Two very different levels, as documented on 22 March 2026. Klipme required nothing beyond signing in, uploading and collecting the clips. A serious integration was developer work: the API was advertised as plug-and-play and up and running in minutes, with no interface to learn, but wiring it into a production pipeline is engineering, and no public documentation existed to size the effort. There was no self-service route in any case, since everything began with a sales contact. Today the question is academic: no endpoint remains reachable.
Deployment
Integrations
Behind CognitiveMill
Fundraising
Social
Resources
All the official URLs gathered for verification and reference.
Frequently asked questions
Is CognitiveMill still available?
What did the tool actually do?
Who published it?
How much did it cost?
Was there an API?
Was there a mobile app?
Was it GDPR compliant?
Was there a minimum age?
Was customer data used to train models?
Is there a successor product?
Should you pick CognitiveMill?
CognitiveMill was a genuinely ambitious and narrowly focused piece of engineering: one cloud platform that claimed to watch video the way an editor does, cutting trailers, highlights, subtitles and vertical crops from the picture alone, with real sector references behind the claims, among them Tedial, GRID, Nagra, LoveTV and BRAVO Studio.
The practical verdict is short. It cannot be used. On 10 August 2026, cognitivemill.com, aihunters.com and klipmeapp.com all answer with a permanent redirect to linque.com, an unrelated industrial AI company, and run.cognitivemill.com does not answer at all. Every product fact in this record comes from the Wayback capture of 22 March 2026, the last snapshot serving the real site. No acquisition or shutdown announcement exists publicly and the Linque pages mention neither CognitiveMill nor AIHunters, so the redirect is an observation, not an explanation: it must not be read as Linque having bought or now selling the product.
What remains is documentary. This record is useful to understand what the platform did, to date its disappearance, and above all to save time for anyone still hunting for the tool. There is no confirmed successor: the vendor's LinkedIn page mentions GrayPaw, its domains point at Linque, and the two leads contradict each other.
Two things deserve weighing independently of the shutdown. The site never published a price or terms of service, and its only legal document, a cookie policy standing in for a privacy policy, announced a Data Protection Officer without a contact and reused text from another vendor. Even while the service was live, the compliance surface was thin. Treat this page as an archive entry rather than a shortlist candidate.
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