Top Machine Learning Startups in 2026

We work with the largest buyers of localized advertising, including multilocation brands, agencies, local media groups, networks, and trading desks. These companies utilize Simpli.fi to localize ad targeting and content, to deliver performance on high volumes of localized campaigns, and to provide deep insights on their dynamic audiences. We simplify digital advertising with unstructured data solutions.

Hyperproof scales compliance across your business, helps you automate many controls and orchestrate the rest, and integrates risk operations to protect your business.

Headquartered in Ann Arbor, Michigan, and founded in 2016 by University of Michigan professor Dr. Jason Corso and Dr. Brian Moore, Voxel51 is an AI software company that enables computer vision data scientists to rapidly curate and experiment with their datasets in order to build higher performing machine learning systems. For more information visit voxel51.com.

At BDIPlus, our mission is to help enterprises utilize their resources more efficiently, implement effective information management and empower them by enabling richer insights and intelligence. We are driven by a single purpose: empower the technology transformation. We are passionate about creating foundational technology platforms for enterprise data and information management. Our employees are at the heart of the work we do at BDIPlus. We are committed to encouraging and celebrating innovation, creativity, and hard work among our team members. BDIPlus creates foundational technology platforms to enable businesses to continuously transform. We want to make innovative customer, analytical, data, and digital solutions accessible to all businesses.

The property tax system is broken, and we’re here to fix it. With over $40B in overpaid taxes each year, millions of property owners are paying more than their fair share due to the antiquated mass appraisal technology used by governments to assess properties. Ownwell is a fast-growing VC-backed proptech startup. Our proprietary algorithms identify property owners that are overpaying and use automation to generate appeals that reduce their tax bills. We currently represent over $3 billion in real estate and save the average homeowner ~$1,500 on their taxes each year.

We provide the industry’s only direct-to-consumer healthcare test that analyzes microbial and human gene expressions (mRNA), with technology exclusively licensed from Los Alamos National Lab, in order to provide individuals with health insights and the nutrition they need. By joining Viome, you are joining a revolutionary movement. A movement that – for the first time in human history – will make becoming ill a matter of choice, and not simply bad luck. Scientists have worked for over a decade to develop this technology that offers unprecedented visibility into your body. With this, we can create a unique profile of the biochemistry and ecosystem inside of you, and make personalized, actionable, and adaptive recommendations for your health. Our at-home tests are not just one-time tests, but your true health companion, enabling you to monitor your health over time. Your results and recommendations adapt to your changing ecosystem so you are always aware and taking action towards maximizing your vitality and lifespan. The Viome team is made up of scientists, engineers, researchers and entrepreneurs who are passionate about radically improving the wellness of our customers.

Syntiant develops neural network processors for ultra-low power "edge" devices. We have working silicon, industry partnerships, and we are actively building new product capacities and categories enabled by our massive reduction in power requirements.

We are building the next enterprise search engine fueled by NLP and open-source. Building on top of latest NLP research we leverage question answering & transfer learning to provide granular, semantic search results tailored to your domain. Haystack on GitHub: github.com/deepset-ai/haystack Haystack Website: haystack.deepset.ai

AE is made-in-LA, fully bootstrapped (no VC, PE, or other pesky acronyms), and specializing in developing agency-increasing products. Our software engineers and data scientists are expertly cultivated to build and maintain extraordinary products for clients. Here’s where it gets interesting… The proceeds from this client work is channeled into a fascinating array of internal skunkworks projects, some of which themselves are sold, featuring AE-built founders. That’s right, we consult AND incubate. But wait, there’s more! The proceeds of THOSE efforts are channeled in part into the development of the first brain-computer-interface operating system (BCI OS). Our mission is to ensure that when human communication is wholly digitized, the technology increases, rather than inhibits human agency. Our worldwide team of clever, witty, original-thinking super-nerds are passionate about everything from mobile apps, complex data science problems, computer vision, VR, blockchain, and almost anything else challenging and world-altering. Come find us at ae.studio

At ParallelDots, we’re not just building technology – we’re revolutionizing the way the world’s largest FMCG companies and retailers operate. Powered by cutting-edge AI-driven image recognition, our flagship product ShelfWatch automates retail shelf monitoring to deliver real-time insights, helping brands optimize their in-store execution and boost sales. Trusted by Fortune 500 FMCG giants, our solutions span 40 countries, covering over 1 million stores and analyzing 10+ million images every month. With headquarters in the USA and a strong presence in India, the UK, Europe, and Mexico, we are a fast-growing global organization making a real impact.