Projects that did not pass the check: AI & Data

This section of the “AI & Data” category lists projects and startups that, at the time of the check, could not confirm they meet the catalog criteria. Reasons vary: the site or service was down during the automatic check, returned an error, or was unavailable to the monitor; the project’s operation could not be confirmed for technical reasons; or its value for the target audience is not yet sufficiently confirmed and needs a further audit.

Important: being listed here does not mean the startup is closed, not working, or has no prospects. The result reflects the project’s state at the moment of the check and the data available then. Technical issues can be temporary, and the assessment of product value can change after further analysis, new users, a product update, or a change in positioning.

We keep these projects in the open catalog so researchers, founders, investors, and analysts can study startups that did not pass the current check. Here you can find projects that hit technical errors, service downtime, or insufficiently confirmed value for the target audience.

Use this section to analyze the market, find potentially interesting projects, and test your own hypotheses. Information about each startup can be a starting point for a further audit and for studying the product, target audience, business model, and current state of the project.

The “AI & Data” category is updated as new checks are run. A project’s status can change if the service becomes available again or if data appears that confirms its value for the target audience.