Top Machine Learning Startups in 2026

PolyAI is a London-based technology company with a state-of-the-art machine learning platform for creating conversational agents. The PolyAI platform empowers contact centres, allowing them to deliver the next-generation of customer experience at a fraction of the cost paid by their competitors. PolyAI’s conversational AI agents understand users and can hold conversations without getting confused. They are available 24/7 and can easily scale to support new use cases or to speak almost any world language.

Phrasee uses artificial intelligence to write better email subject lines, body copy and calls-to-action than humans. Since launch in Feb 2015, Phrasee-generated language beats humans >95% of the time. Awesome.

Amperon is the leading analytics and forecasting company for the energy transition. We are venture-backed with support from leading venture and strategic investors who deeply understand energy and software. We are experiencing rapid growth on the back of a killer product that delivers compelling value for energy market participants on both the supply (power & utilities companies) and demand (large energy users) sides of the market. The company is 6 years old, with co-founders that have fused the best-of-breed from the energy (power trader at leading power generators and financials) and technology (data science and engineering at scaling tech companies) industries into a high-performance culture, with the following core values: • We fill in the blanks • We are reliable • We are customer-aligned • We are relentless • We do the hard things • We stay curious The company’s headquarters is Houston, TX, the energy transition capital of the world, but we operate as a highly effective distributed team, spread across the globe.

Vannevar Labs builds software for the country's most critical national security problems. We are uniquely qualified to succeed in this $740B market; our founders have 30 years of combined experience across national security, government sales and CIA, In-Q-Tel, DoD/JSOC, Harvard, and Stanford. We're supported by a number of VCs, including Felicis, DFJ Growth, Point72, Costanoa, and General Catalyst, amongst others. We believe our military service members and intelligence officers deserve access to the best technology American innovation can offer, and we are building great products for this mission. If you're someone who wants to work with conscientious people on things that matter, we'd love to hear from you!

Monsoon CreditTech is one of Asia's leading fintech startups. We work with some the region's largest banks, credit-card companies and NBFCs to help them make better lending decisions (using machine learning) that result in 30% lower delinquency rates and 25% higher approval rates. We have been selected to be a part of Mastercard Start Path and have partnered with some of the leading global financial institutions to bring the power of advanced machine learning to a wide range of portfolios.

Taktile creates software products that enable our customers from the financial services industry to use their data to solve business problems they could not solve before.

Our AI powered platform uniquely supercharges B2B distributors sales through three channels: reps, email and e-commerce. By understanding which customers are likely to purchase each product and when, from new items to items which are frequently re-ordered our AI is able to direct sales reps on which customers to talk with and about what products. We also allow companies to send targeted emails tailored to each customer which sync with the messaging from the sales team. Finally, our customers customers get a personalized buying experience online. At one enterprise customer, we increased rep effectiveness by 9x in a control trial. At another customer, we are projected to drive a 10% increase in revenue with one year of use of our product. Reps love using our platform, saying it “makes me a killer.”

eino is an AI-powered connectivity planning platform that holistically designs and simulates solution architecture for public and private WiFi/Cellular networks. Our SaaS platform enables network providers, systems integrators, and enterprises to automatically and efficiently plan new networks or test and expand existing ones for growth and new use-cases with digital twins.

Netomi is the first continuous-learning AI platform for customer service - enabling enterprises to securely automate ticket resolution, boost agent productivity and provide a world-class customer experience. The solution enables automatic, personalized and contextual resolutions to customer service tickets across email, chat and social. Netomi offers proactive, predictive care to resolve issues before they even happen. The enterprise-grade platform makes it as easy as possible to configure, manage and train the AI, and launch within seconds. There is no for need technical staff to use the platform - it can be used and run by the support team itself.

We have built an AI powered food and exercise as medicine platform to improve treatments for Metabolic Syndrome and Reduce Readmissions.