Top Machine Learning Startups in 2026

Imagine a mood tracker, mindfulness coach, anxiety helper, and mood-boosting buddy, all rolled into one. Used by more than 1 million people from more than 30 countries - and a top app recommended by the NHS UK - Wysa is one of the global leaders in this space. Wysa, your happiness buddy, is that friendly and caring chatbot. In addition, when things get too much, get access to digital self-help tools through your own personal library; or speak to a trained psychologist who is there to offer coaching support when you need help. Always there for you when you need someone to talk to, the Wysa platform helps you keep track of your mood with friendly chats and helps fight stress and anxiety with its proven chat-based self-help techniques and calming meditation and mindfulness audios. Checking in with Wysa regularly will improve your emotional health so you can track your happiness and mood.

We are a growing stealth-mode hedge fund focused on systematic and data-driven investment strategies.

Legion has built an AI-powered Workforce Management platform that enables tight labor spend management and rapid time to value while ensuring great experiences for employees and customers alike. Using the latest in ML and AI, the platform automatically forecasts demand, computes precise labor needs, and staffs the right employees at the right times based on employee preferences and skills. Legion’s cloud and mobile-native solution brings cutting edge machine learning, artificial intelligence, and beautiful interfaces together to deliver over 10x return on investment. Legion was founded by Sanish Mondkar, the former Chief Product Officer of SAP, and serves many innovative customers including Racetrac Petroleum, Panda Express, Cinemark, Barry's Bootcamp, Soulcycle and Philz Coffee. Legion has been recognized as a Gartner Cool Vendor, and was recently included on JMP Securities’ Hot 100 List of the Best Privately Held Software Companies. Legion is backed by investors including Norwest, Stripes, First Round Capital, XYZ Ventures, the Webb Investment Network, Workday Ventures, and NTT DOCOMO Ventures. The company is based in Redwood City, California.

Leena AI is an autonomous conversational AI platform that helps enterprises better employee experience. With Leena AI, companies can eliminate the need for HR staff to work on tasks such as answering policy-related questions, knowledge management, generating employee documents on demand, and managing employee tickets so they can focus on high-value activities. Leena AI plays well with 20 plus platforms, including SAP SuccessFactors, ADP, Oracle, Workday and Microsoft Office 365, and companies like Nestle, Puma, AirAsia, Coca-cola, Lafarge Holcim and Abbott rely on the platform.

Organizations today face an unprecedented volume and velocity of information. Given the world’s increasing complexity and volatility, we require new ways to close the information gap and understand the world at scale. Primer is an artificial intelligence company that uses machine learning and natural language processing to automate the analysis of large datasets. We build systems that read documents, make insights and write reports comparable to those of a human analyst. Our technology is used by some of the world’s largest government agencies, financial institutions, and Fortune 50 companies to accelerate their understanding of the world.

Enter is the future of healthcare payments. Over $280 billion are spent annually on administration of health insurance claims - it is manual, slow, and chaotic. Enter automated the entire process and our clients say “it’s like magic”. 9 out of 10 providers say Healthcare Payments (aka Medical Billing and Revenue Cycle Management) is the worst part of their lives. Our mission is to make healthcare efficient - and solving Payments opens up the entire world. Doctors, who use Enter, get paid more, faster with complete automation and transparency.

At Arena, we believe that the next leap forward in applied AI lies in active learning systems and techniques like reinforcement learning. These systems are ‘curious’ – they continuously try new things in the world, making them better at adapting to and operating in a fast-changing, complex world. While most AI learns by looking at billions of examples of labeled data, like tagged faces, active learning systems improve through interactions with simulated environments – think Neo from The Matrix learning Kung Fu by fighting Morpheus over and over in a virtual dojo. Arena turns real world problems into simulations – into dojos, or video games to train young AI “minds”. Similar techniques have been used in research labs to beat humans in games, from Go to StarCraft to Dota. We’re excited to bring this game-playing AI out of the lab and into the real world by creating simulations and writing software to let AI explore and interact with real environments. Today, we are focused on pricing. We use active learning agents (e.g., Gaussian Processes, RL) to find the optimal products and discounts that a company should offer to a particular customer at a given time. Over the past year we have raced our agents against people and existing software, outperforming both, resulting in sizeable increases in revenue for our customers. We are now building a product to enable big and small consumer companies to deploy better product assortment & pricing strategies, automatically. Pricing is just the start. Our long-term mission is to create active learning agents that can learn to operate effectively and safely in any new, real-world environment.

Avant is changing the way consumers borrow money. Utilizing advanced algorithms and machine-learning capabilities, we offer a unique and highly customized approach to the personal loan process. The combination of technology, analytics, and customer service capabilities allows Avant to provide access to a simple process for personal loans and credit card products to borrowers, all entirely online.

WeDidIt helps development officers at nonprofits research their current donors and find new prospects all from one platform. The "Insights" product mines social and financial data across the web to help organizations identify fundraising opportunities within their existing networks. By automatically appending relevant data to raw donor records, we deliver donor data that is now actionable for nonprofit fundraisers, including demographic, financial, occupational and behavioral data points. WeDidIt's technology enables nonprofits with huge donor databases to quickly predict and analyze each donors' capacity and propensity to give. Using Machine Learning algorithms and Natural Language Processing, the technology can parse through millions of donor records instantly, while prescribing the appropriate action (or event) for each donor. The Insights product provides tremendous scale and relief to organizations managing large donor databases with limited staff/prospecting resources.

XP Health is reinventing vision care by providing employees access to everything from eye exams to complete prescription glasses in 1 hour, using machine learning and augmented reality.