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Top IT Product Companies for Machine Learning

5 of 23 IT product companies ranked on evidence in the Q4 2026 edition.

Between them, the 23 IT product companies on this page cover IT services (21), eCommerce (13), artificial intelligence - AI (12) and e-commerce development (12). They also list work in United States of America, United Kingdom, Canada and Germany. 23 of them have written a profile you can read before you get in touch.

TrustList ranking

Q4 2026 edition

5 of 23 IT product companies ranked on evidence held on 12 October 2026: client reviews, vetting, awards and facts each business states on its own website, which we read and date. Nobody pays to be placed.

Positions are fixed for the quarter; the next edition is due in January 2027.

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  1. Ravelin Technology logo

    IT Services · Web Development · Web Design · Also in United Kingdom

    Ravelin Technology provides fraud detection to online businesses.

    Why #1: Founded 2014, as stated on its own website, read 5 Oct 2026

    Not yet on record: client reviews, vetting.

  2. Scalarr logo

    IT Services · E-Commerce Development · Data Security · Also in United States of America

    Scalarr is a fraud detection company for mobile advertising. Its machine learning tool examines campaign data from the first click through post-install events, so app developers…

    Why #2: Founded 2016, as stated on its own website, read 6 Oct 2026

    Not yet on record: client reviews, vetting.

  3. DI

    IT Services · E-Commerce Development · Data Analytics · Also in Germany

    Dortmund company automating stocktaking and data capture for logistics and industrial firms using sensors and carrier vehicles

    Why #3: Founded 2017, as stated on its own website, read 6 Oct 2026

    Not yet on record: client reviews, vetting.

  4. C

    Artificial Intelligence - AI · IT Services · E-Commerce Development · Also in United States of America

    Coveo provides software that personalises digital experiences for customers, partners, dealers and employees.

    Why #4 (shared): Salesforce partner, as stated on its own website, read 6 Oct 2026

    Not yet on record: client reviews, vetting.

  5. Z

    Artificial Intelligence - AI · IT Services · Web Development · Also in United States of America

    Zoovu is a product discovery platform for online commerce. It guides shoppers and business buyers with conversational questions and answers instead of keyword searches.

    Why #4 (shared): Client numbers stated on its own website, as stated on its own website, read 6 Oct 2026

    Not yet on record: client reviews, vetting.

  6. Also listed, not yet ranked. We hold nothing checkable on these yet that ranks them here: no client review, vetting, award, expert review, or fact stated on their own website (and on a place ranking, where they are based). They follow in order of their TrustList Score. How TrustList ranks · Get vetted, free
  7. AG

    Artificial Intelligence - AI · E-Commerce Development · Software Development · Also in Germany

    Adtriba started as a German software company helping marketing managers decide how to split budgets across online, performance and brand channels.

  8. Blue J Legal logo

    Artificial Intelligence - AI · IT Services · Software Development · Also in United States of America

    Blue J Legal, now trading as Blue J, builds legal technology based on machine learning for tax professionals.

  9. Competera Pricing Platform logo

    Artificial Intelligence - AI · IT Services · E-Commerce Development · Also in United States of America

    AI-driven price optimisation software for enterprise retailers, covering demand forecasting, competitive data and pricing analytics

  10. D

    IT Services · E-Commerce Development · Big Data · Also in United States of America

    Dataiku makes a central software platform that lets data specialists and business users build analytics, machine learning models and AI applications in one place.

  11. Dotscience logo

    Web Development · Web Design · Software Development · Also in United Kingdom

    Dotscience set out to bring DevOps practice to machine learning.

  12. G

    IT Services · Web Development · Web Design · Also in Ireland

    Geowox is a valuation and risk management platform that connects lenders with surveyors. It uses automation and data models to speed up property valuations.

  13. Grammarly logo

    Artificial Intelligence - AI · IT Services · E-Commerce Development · Also in Canada

    Grammarly is an AI-powered writing assistant that works within the apps and websites people already use.

  14. K

    IT Services · E-Commerce Development · Data Security · Also in Canada

    Kalepso is a data technology company whose platform generates compliance-ready datasets on demand, for security analytics and machine learning.

  15. L

    Artificial Intelligence - AI · IT Services · Web Development · Also in United States of America

    LegalSifter is a legal technology company that uses natural language processing and machine learning to read contracts.

  16. Logmind logo

    Artificial Intelligence - AI · IT Services · E-Commerce Development · Also in Switzerland

    Logmind is a Swiss software platform for IT operations. It reads logs and event data from servers, networks and applications, then uses machine learning to find anomalies and point…

  17. nPlan logo

    Artificial Intelligence - AI · IT Services · Web Development · Also in United Kingdom

    nPlan applies machine learning to construction project plans. It aims to predict how a project will turn out before work starts, so owners and contractors can act on risks early.

  18. proactivaudio logo

    IT Services · Web Development · Web Design · Also in Austria

    proactivaudio develops software that removes acoustic echo from audio. Its method uses machine learning and works from a single microphone.

  19. ProNavigator logo

    Artificial Intelligence - AI · IT Services · E-Commerce Development · Also in Canada

    ProNavigator is an AI assistant built for the insurance industry. It is now offered as a Guidewire product and sits inside Guidewire applications.

  20. Quantemplate logo

    IT Services · Web Development · Web Design · Also in United States of America

    Quantemplate is a data platform that translates, validates and enriches business data so that every organisation in a commercial network reads it the same way.

  21. SM

    Artificial Intelligence - AI · IT Services · E-Commerce Development · Also in United States of America

    Splice Machine makes a scale-out SQL database that combines a relational database, a data warehouse and a machine learning platform.

  22. ToolsGroup logo

    IT Services · Web Development · Web Design · Also in United States of America

    ToolsGroup is a global software company serving supply chain planning.

  23. U

    Artificial Intelligence - AI · IT Services · Web Development · Also in Denmark

    Ulobby makes a software platform for public affairs and stakeholder relations teams. It keeps issues, stakeholders and political developments in one shared system.

  24. Zymewire logo

    IT Services · E-Commerce Development · Software Development · Also in United States of America

    Zymewire is a sales research and intelligence platform built for companies that sell to the biotech and pharmaceutical industries.

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