Top 50 Machine Learning Software Companies With $1M–$5M Revenue (August 2026)

Paris, France

Probabl delivers universal technology enabling data scientists and teams to make the most of their data, leveraging the best practice in machine learning and artificial intelligence. Probabl is a spinoff from the Inria research lab and co-founded by experienced tech entrepreneurs and core-developers of scikit-learn. Probabl is the official operator of the scikit-learn brand, and its main contributor. Probabl's core mission is to develop and maintain commons for data science, from scikit-learn to a complete suite of tools and solutions for machine learning and artificial intelligence.

Amsterdam, Netherlands

The Excess Materials Exchange (EME) is an online, facilitated marketplace where companies can exchange ANY excess material B2B. We actively match supply and demand and materials with their highest reuse opportunities. In that sense, we work like a dating site for materials where we are the matchmakers. Our purpose is to eliminate the word waste from the dictionary, to create a reliable source of secondary materials, ranging from steel plates to textile fibers. We are one of the few marketplaces that facilitates transactions across sectors and industries. We matching materials with the help of AI, safely exchanging sensitive data via blockchain and spurring innovation around material reuse. We are tapped into a global knowledge network of circular economy experts. This enables companies to become more resource resilient, decrease their environmental footprint and improve their bottom line by turning their waste into wealth.

Boston, Massachusetts, United States

Powered by patented AI and actuarial data, CyberSaint's CyberStrong platform enables enterprises to master their cyber risk posture and drive executive alignment by automating compliance and translating cyber risk into financial terms. Fortune 50 titans, MSPs, and high-growth startups alike trade manual compliance assessments for automation, replace black-box scoring with transparent and credible cyber risk quantification, and consolidate point solutions into a single, intuitive platform.

London, England, United Kingdom

At nPlan we are building the world's first system to understand construction project planning. We make heavy use of machine learning to forecast outcomes of construction projects before the first shovel hits the ground. Our vision is that all construction projects should be built on time and budget, through a better understanding of plan outcomes. We are bringing certainty of the outcome to the industry, plan first. We will eliminate the crippling effects of poor planning and create a world where we’ve de-risked building infrastructure, enabling the construction of better buildings to help us live better lives.

London, England, United Kingdom

We provide the world's leading credit investors with specialist data and analytics to form smarter, faster credit views. Our solutions are designed by credit investors, for credit investors. We deliver detailed credit models automatically updated within minutes of earnings release, paired with workflow tools that elevate your productivity and empower your team to develop more actionable investment ideas, quicker than ever before.

Toronto, Ontario, Canada

At OrderGrid, we specialize in delivering advanced inventory, replenishment, order, and warehouse management solutions tailored to your specific business needs. Our innovative approach to inventory control transforms the customer experience, boosts efficiency, and drives revenue growth across various industry segments, including Grocery, Food Distribution, Gas & Convenience, and DTC. Our feature-rich platform harnesses the power of AI to optimize inventory management, streamline operations, and enhance decision-making processes. Proven in nine global markets with over ten leading partners, our software is designed to meet diverse operational needs. We take pride in offering a plug-and-play solution that seamlessly integrates with your existing system, ensuring a quick implementation process that delivers immediate results. Our low-cost platform enhances operational efficiency, and our cloud-based, API-first approach promotes limitless scalability while reducing costs and waste in your operations. Join us on this journey to transform your operations and set new standards in the industry.

Herford, Nordrhein-Westfalen, Germany

b-next AG is one of the world’s leading providers of corporate software in the capital markets trading surveillance and compliance sector. The corporation has around 70 employees. Its customer base in the finance sector includes, among others, renowned banks, brokers, supervisory bodies and energy suppliers. In the 30-year history of the company, several hundred customer projects have been successfully carried out. b-next is represented by its own branch offices in Germany, Great Britain and the United States. The slogan ‘SECURE | PROTECT | COMPLY’ stands for the company’s powerful and comprehensive solutions covering the entire spectrum of compliance requirements in the capital markets. b-next’s products help companies meet regulatory requirements and manage operational risks. The major value driver for b-next are the development of innovative, cloud-based applications as well as the use of artificial intelligence, in particular for a strategic approach to compliance.

London, England, United Kingdom

Maximize VAT Refunds with an AI-powered Solution. WAY2VAT helps you save up to 25% on your company’s international foreign vendor invoices and travel spend. The Foreign VAT Refund Opportunity: VAT-registered businesses can recover VAT charged on foreign supplier invoices. Regions such as Europe, Japan, South Korea, Canada, Australia, New Zealand and the Middle East refund indirect tax to businesses. If your business engages in any of the below, this is the solution for you. - Do you deal with foreign suppliers? - Does your company take part in international tradeshows? - Do you incur foreign employee travel & entertainment (T&E) costs? How You Can Benefit From VAT Reclaim: * Boost your cash flow: discover how VAT refunds can be a key driver to your cash flow planning. * Reduce expenses: watch as your ROI grows as VAT on business travel and supplier invoices is seamlessly recovered. *Offset future costs: attending a multitude of large trade shows globally? With your annual VAT refunds, you can pay for next year’s events. WAY2VAT Makes VAT Reclaim Simple: 1. End-to-end service from VAT retrieval to pay out. 2. Easy integration with all major expense management software. 3. Real-time reporting on VAT refund progress. 4. Manage all your claim documents with our AI-enhanced technology. 5. We’ve built relationships with tax authorities across 32 jurisdictions. 6. Industry-specific indirect tax expertise eg. pharmaceutical and automotive etc.

Milan, Lombardy, Italy

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Madrid, Madrid, Spain

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