AI data validation

Real data to validate your AI, whatever it’s built for. UNGUESS puts your AI in front of real users, certified domain experts and ethical hackers, and turns what happens next into evidence your benchmarks
can’t give you.

Great benchmarks don't mean
a great AI.

Tell the platform what you need to validate, and UNGUESS matches you with the right crowd segment, no manual recruiting, no guessing at sample size. We collect the data, real interactions, expert reviews, attack attempts, and hand it back to you as structured results you can act on the same day.

WHY UNGUESS FOR AI DATA VALIDATION

AI quality only shows up when you test it with real people, at scale and fast.
Here’s the data you get:

Trust you can actually measure

Profiled testers, results in a matter of days.

No silent regressions

Every release scored by crowd QA experts, fast turnaround.

Tested against real attacks

Ethical hackers report back  within days.

Expert sign-off

Certified professionals in your field check your AI’s answers against real industry standards.

Right on other AIs too

Real users check ChatGPT, Claude and Gemini in one sweep.

UX & QA.

Real users test the experience, crowd QA experts score every release, catching the usability issues and regressions that technical metrics miss.

Cyber Security.

Certified ethical hackers test the attacks unique to AI, prompt injection, jailbreaks, data leakage, agent abuse, so you get sign-off before go-live and ahead of any audit, EU AI Act included.

Domain & Discoverability.

Verified professionals check your outputs against real industry standards, while real users test how ChatGPT, Claude and Gemini read and use your product.

 5/5

“We are very satisfied with the collaboration we had with UNGUESS and its Security Business Unit. The value of continuous Bug Bounty Programs lies both on the value of knowledge of the health state of our website and on the importance of the current regulation about cybersecurity.”

 5/5

“Working with UNGUESS before the launch of our fantastic Sky Glass, allowed a stress-free release and ensured a customer experience tailored to potential new customers’ expectations and the target market.”

 5/5

“In a very short amount of time, UNGUESS delivered high-quality insights and effective solutions that would have required the effort of many internal resources. Their platform can be applied to different business needs, from marketing insights to user experience.”

 5/5

“UNGUESS has been a game-changer in improving the effectiveness of our internal testing phases and reducing our efforts – in terms of rework, and finding and solving problems and bugs that would have been impossible to find before going live.”

Explore more use cases

Accessibility

Accessibility Testing is carried out by users with disability to identify potential accessibility issues of the service being offered.

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AI Data Validation

AI Data Validation can quickly deliver any data set required to train an AI algorithm, including text, images, speech, handwriting, documents, intents and biometrics.

Cyber Security

Protect your products and services from attacks and risks and rely on a community of certified ethical hackers.

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Software Quality

Test the quality, identify bugs and flaws in your software and ensure effective, reliable and functional solutions.

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Special Services

Bespoke crowdsourced solutions for your business.

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UNGUESS Lab

Have your own ready to use dynamic community to run into multiple UX, CX and marketing researches.

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User Experience

Co-design and test products and services with your end users to ensure a memorable experience.

More Info

Get on board now

We can do so much together. The demo is just the beginning of an amazing journey for you, your digital solution, and your users.
Connect with us and our Customer Success Manager will get back to you.

AI data validation

Great benchmarks don't mean
a great AI.

WHY UNGUESS FOR AI DATA VALIDATION

UX & QA.

Cyber Security.