Qualificative AI Xvaluator : Revolutionizing Digital and Ecological Trust

A new article in the Greater Paris publication in France, in the January 2025 edition, has been dedicated to my discovery of a new AI typology: the Qualificative AI and the Deeptech Xvaluator, which I co-founded in Issy-les-Moulineaux.

It is an honor to share this innovation, which I patented in 2019 and which is now appreciated by the scientific community, as reflected in the scientific articles published including in Springer. These articles confirm that this innovation completes the Condorcet Paradox and Arrow’s Theory, providing solutions to reduce the flow of fake data, decrease the ecological footprint while using Generative AI, and increase trust. Additionally, it encourages the evolution of the digital business model to create a highly collaborative and ethical digital space – a digital space that is inclusive rather than one based of polarization and fake data.

Our groundbreaking work with Qualificative AI and the Deeptech Xvaluator is addressing some of the most pressing issues in both technology and sustainability today particularly in terms of reducing fake data, mitigating the ecological impact of AI, and fostering trust in digital spaces. We are not only advancing AI but also shaping a more ethical and collaborative future for digital environments.

Article translated in English :


“The Qualitative AI Xvaluator: Revolutionizing Digital and Ecological Trust

Published on 15/01/2025 • Bookmarks: 24 • Comments: 1

Florin Paun, co-founder of Xvaluator

Born in Issy-les-Moulineaux, Xvaluator aims to be a key player in the digital and ecological transition. By combining artificial intelligence and human intervention, this French deeptech, patented in 2019, stands out with its unique approach to qualify and enhance data while reducing its ecological footprint.

As an alternative and collaborative solution to the GAFA, its innovative technology, focused on reducing false and biased data, addresses critical issues: restoring trust in digital technology and protecting our democracies.

An Innovation for Societal Impact

Xvaluator’s flagship solution is based on Qualitative AI (QuAI, a new AI typology discovered and theorized by Dr. Florin Paun in 2023), capable of analyzing data in real-time and reducing biases through participatory collaboration. Its ecosystem includes:

A Digital Wallet: A tool for consultation to make optimal decisions.

A patented “Like Fingerprint©” technology: Structuring and protecting data while complying with GDPR standards.

A Data Lake: Centralizing and qualifying opinions for informed decision-making.

This approach enables the qualification of data and the identification of relevant data, which leads to a reduction in unnecessary data flow while strengthening digital trust—an essential point in a world saturated with biased or false information.

Xvaluator aims to contribute to reducing the ecological footprint of digital technology, particularly in the context of generative AI. Its solution, tailored to businesses in Île-de-France, is offered for free in pilot projects aimed at accelerating the digital and ecological transition.

Expanding its vision, Xvaluator is also part of a European sovereignty project, offering a credible and collaborative alternative to the dominant solutions of large technological platforms.

Ambitious Prospects

Xvaluator’s ambitions don’t stop there: the startup plans for massive adoption in Europe starting in 2025 and international expansion by 2027. With a planned €15 million fundraising to support its development, the company is focusing on hiring talent and strengthening its research and development efforts.

Xvaluator is redefining the way data is perceived, used, and valued. From Issy-les-Moulineaux, this deeptech demonstrates that technological innovation and societal impact can go hand in hand, while shaping the contours of a more ethical and sustainable digital future.”

As Paris hosted the AI Summit on February 10th and 11th, 2025, I would like to remind you that the European father of cybernetics, the Romanian Stefan Odobleja, chose France and the French language to publish his book in 1939, which theorized relationship between the mind and machines, focusing on the idea of consonance (harmony) rather than dissonance in mental processes and predates the research work of the American Norbert Wiener.

For more details about the article in French : https://pouparsodigital.fr/xvaluator/

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Published by: PhD. Florin Paun

Experienced in multi sector Industries, having been successful Scientist and R&D Coordinator myself, I chose to dedicate my professional life in helping other researchers to make come true their technological dreams by embracing a career in Innovation to support them in bridging the gap between new Technologies and Market. Scientists being more “Knowledge oriented”, one of my constant struggles was to complete the Entrepreneurial team with the right Entrepreneur on board… or reveal the “Entrepreneur” in them. Based on my multidisciplinary engineering background, evolving constantly in a multicultural environment, I upgraded my knowledge with innovation economics at MIT Sloan (in this particular positive tension environment) and started to learn operationally hands-on through successes and failures. Thus, I have seen, understood and qualified more than 200 projects of Innovation and Entrepreneurial ventures based on Advanced Technologies. More than 70ty of them become successful Technology Transfer agreements under my coordination and through amazing “champions” teams’ efforts I always built and sustained. All through my career I had the chance to be actively involved in Shaping Ecosystems and work with all the actors on their strategies of Innovation and Growth while launching R&D consortia, launching Agile Tech-Demonstrators or supporting Business Development for Competitiveness Clusters, Large Corporations, Start-Ups and R&D Laboratories. Shaping Ecosystems and Clustering Technologies around Business Cases carried-out by right Entre(Intra)preneurial teams is thus now a Belief. I also had the chance to understand that although important, the Human aspects are not enough to bring ideas to life through successful applications on the targeted market… Process, practices, tools are extremely important too and thus I developed new tools like, Asymmetries Compensation within Collaborative Innovation process, Demand Readiness Level vs Technology Readiness Level, Risk & Benefits Sharing Co-Development Contracts… this brought me to become an Expert in Challenging Business Models, in Selecting and Qualifying Innovation Projects and Ventures and… have the honor to become an European Innovation Council Jury Pilot Member. Myself as Multidisciplinary Scientist, Entrepreneur, Investor, Lecturer, Speaker & Innovation Advocate, I will be honored to meet passionate and hard worker entrepreneurs serving their dreams and the future of the humanity.

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