10 Top Machine Learning Startups to Follow in 2022

Coworkers watching a presentation on a screen.

Here at Startup Savant, we love startup culture — that’s why we identified the most exciting, innovative, and creative machine learning startups to watch in 2022 and beyond. From B2B services to food waste elimination, these are the top machine learning startups to follow.

Recommended: Learn how to launch your own company by reading our comprehensive guide on how to start a startup.

Best Machine Learning Startups to Watch

Every year, new startups pull to the forefront of their industry through exciting innovations, tech, and industry-disrupting business models. We’ve rounded up the top machine learning startups of 2022 that startup-lovers, investors, and aspiring entrepreneurs should follow.

Disclaimer: With so many exciting machine learning companies launching and growing worldwide, we aren’t able to cover them all. Furthermore, the startups that are listed below are not officially ranked and are listed in no particular order.

1. Delta AI

  • Location: Brisbane, Australia
  • Funding: Pre-Seed, $120,000

Knowing how many people are buying a product is valuable data for a company; however, knowing the context surrounding a product’s use is even more impactful. Delta AI leverages the power of artificial intelligence and machine learning to compile data from videos on social media to provide impactful, contextual insights for product developers and companies on how their products are being used.

2. Particle

  • Location: San Francisco, California
  • Funding: Series C, $75.8 Million

Particle offers users both hardware and software to enable them to prototype, scale, and manage Internet of Things (IoT) products all on one edge-to-cloud platform that replaces over 20 IoT vendors and services. A few of Particle’s most notable clients include the Massachusetts Institute of Technology (MIT) and Bosch.

3. Savvie

  • Location: Oslo, Norway
  • Funding: Pre-Seed, $935,600

At the forefront of machine learning as a tool to mitigate food waste is Savvie. The Scandinavian startup provides bakeries and cafes with an easy-to-use, digital resource to streamline operations and reduce waste using actionable insights.

4. Alation

  • Location: Redwood City, California
  • Funding: Series D, $192 Million

Alation is a leader in bringing data catalogs to market with a leading goal of providing users with trustworthy, simple data collection to help predict trends and make impactful decisions. Two of Alation’s most notable clients are Pfizer and Cisco; however, the startup has helped companies across the globe utilize data to grow and improve their business strategy.

Discover more top startups in Silicon Valley.

5. ClosedLoop.ai

  • Location: Austin, Texas
  • Funding: Series B, $48 Million

ClosedLoop.ai is a data science company built to support the healthcare industry by making care more effective and accessible. Using ClosedLoop’s extensive database, healthcare organizations are able to leverage data and corresponding insights to improve their services and overcome challenges in the field.

Explore more top startups in Austin.

6. Anodot

  • Location: Ra'anana, Israel
  • Funding: Series C, $64.5 Million

Anodot is a leading machine learning tool for companies to improve customer experience, protect revenue, and secure partner ecosystems. Some of the startup’s most notable clients include Pandora, Vimeo, and Credit Karma.

Discover more top startups in Israel.

7. LeadGenius

  • Location: Berkeley, California
  • Funding: Seed, $24.2 Million

As the name suggests, LeadGenius is an impactful tool for sales teams to generate, qualify, deliver, and convert leads resulting in an automated revenue pipeline and streamlined growth — all on one convenient platform.

8. Reekon

  • Location: Lithuania
  • Funding: Undisclosed

Reekon provides a semi-automated approach to the customer service experience through email, live chat, and phone calls to reduce the number of inquiries addressed by actual team members without sacrificing quality of service.

Feeling inspired? Learn how to launch your company with our guide on how to start a startup.

9. Luminance

  • Location: Cambridge, United Kingdom
  • Funding: Non-Equity, $23 Million

Luminance develops technology to improve and streamline reading and understanding of legal documents in every language and jurisdiction using the power of machine learning. The startup helps users at every stage of the process, from drafting legal documents to contract negotiation.

10. RideVision

  • Location: Tel Aviv, Israel
  • Funding: Series A, $9.5 Million

Motorcycle safety meets machine learning with RideVision’s innovative autonomous driving software that provides any motorcycle with Predictive Vision and enhanced visibility and safety features.

Recommended: Check out our full list of the top startups to watch in 2022!


About the Author

TRUiC logo.

TRUiC’s team of researchers, writers, and editors dedicate hours to ensure startupsavant.com’s articles are actionable and accessible for both startup founders and startup enthusiasts. From launching a startup to growing your venture, you can trust that our information is an up-to-date and reliable source.