Top Machine Learning Startups in 2026

We're building AI Agents to help employees at consumer brands make better decisions. We've raised $2M from top investors and are working with household name brands like Bogg Bag, Tommy John, and OneSkin. We're led by two technical co-founders who have spent their career as first hires and founders in retail + commerce.

Our team works closely with the research and product engineering team to develop a next-gen robust solution that improves the quality of life of users and enhances the user experience.

System Inc. builds software to help the world see and solve anything as a system. We are a Public Benefit Corporation driven by purpose and shaped by values. We aspire to build a more responsible and values-driven model of a tech company. To learn more about what motivates our mission, we invite you to read: brokennature.org/redesigning-the-system. System helps teams discover data, share insights, and build knowledge. Designed and built for the data-first era, System is where knowledge lives. Today, System is used by data and analytics teams and their stakeholders in sectors ranging from healthcare to financial services to technology. We believe in the power of small, autonomous, interdisciplinary, and diverse teams; in agile development; and in leading with values, first principles, and clear high-level priorities backed by data. We believe in cultivating a growth mindset for our team — always learning, improving, being challenged, and having opportunities for professional and personal development. We hire systems thinkers who are motivated by our purpose, share our values, and have the skills to advance our mission. We are proud to foster a workplace, in person and online, free from discrimination. We strongly believe that diversity of experience, perspectives, and background will lead to a better environment for our employees and a better product for our users. We are a distributed-first company, and gather as a team periodically in the Hudson Valley in upstate New York to collaborate in-person.

What is Coveo all about? The Best information. Everywhere. Every Time. Recognized as THE Leader in intelligent search and insights, Coveo's cutting-edge cloud solution removes complexity and drive an effortless experience by empowering customers, employees and partners with relevant and actionable information.

Altimate AI builds DataPilot platform to automate work of data teams using AI agents. DataPilot can generate data pipelines, write data documentation / tests, and optimize data infrastructure autonomously. 100s of companies that use DataPilot have seen 2x accelerated data development and 30% reduction in data infra. costs.

PatientIQ is a healthcare technology platform dedicated to simplifying evidence-based medicine. Our HIPAA compliant, cloud-based software platform seamlessly integrates clinical data, patient-reported outcomes, and academic research to provide analytics for the various stakeholders in the healthcare ecosystem. Our cutting edge technology has found customers in multiple verticals including industry (med device, etc.) and leading academic healthcare institutions. In addition, on a daily basis we have the privilege of working directly with physicians and healthcare teams to better inform patient-centered healthcare decisions.

Quilter is a physics-driven AI platform that automates printed circuit board (PCB) layout. Electrical engineers and PCB designers use it to turn circuit schematics into finished boards in hours instead of weeks.

Cascadia Scientific's platform, called SmartRView, leverages high accuracy fuel flow meters and additional sensors to quantify fuel consumption, mining activity, and mining intensity. Pairing this information with a team of dedicated data scientists, the SmartRView platform empowers decision intelligence for efficient mine management.

Fulfil is a well-funded, rapidly growing, and inclusive company developing a custom automation robotics system purpose built to solve today’s leading practical and environmental problems in the world’s food supply chain. Founded by a team with previous startup success, and backed by top-tier VCs, we are mission-driven to reduce waste, environmental impact and emissions with truly new technology. We can’t do it alone -- we’re seeking curious, capable, passionate team members motivated by the opportunity to create lasting impact on the world through their work. This role offers ample growth opportunities while working side-by-side with an impassioned, multi-disciplinary team spanning mechanical design, software, computer vision, systems integration and ops to design and operationalize world-changing technology. Fulfil is committed to creating an inclusive culture, and we celebrate diversity of all kinds. If this sounds like the kind of environment that you find intriguing, then please apply even if you don’t feel you meet all the requirements listed below. We'd love to hear from you.

We offer services in Strategy & Consulting, Data Engineering, Cloud Engineering & Artificial Intelligence. We work on data shaping and transformation, migrating or setting up an estate on the cloud, devising the most powerful models and visualizations so that the organization can adopt AI, analytics, and predictive capabilities throughout.