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Emerging AI And Machine Learning Tool Vendors To Know In 2022

Rick Whiting

As part of CRN’s Emerging Vendors for 2022, here are 11 AI and machine learning technology startups, founded in 2016 or later, that solution providers should be aware of.

Learning Curve

Automating business processes and decisions is key to operational efficiency today. And that is driving the increased use of artificial intelligence and machine learning technology to enable that automation.

That, in turn, is fueling a wave of startup companies that provide the tools and platforms developers and data scientists need to build AI and ML capabilities and deploy and manage them within production environments.

Just about every IT vendor, from semiconductor and system manufacturers to leading application developers, are building AI and ML capabilities into their products. But as is often the case in new areas of IT, startups are setting the pace in AI and ML with leading-edge technologies—some barely out of the research labs of places like Stanford University, Carnegie Mellon University and the Massachusetts Institute of Technology.

The global machine learning market was valued at $15.44 billion in 2021, according to a Fortune Business Insights report, and is expected to grow at a 38.8 percent compound annual growth rate to $209.91 billion by 2029.

All this means that AI and machine learning technologies present a major opportunity for solution providers and strategic service providers. As part of CRN’s Emerging Vendors for 2022, here are 11 AI and machine learning startups, founded in 2016 or later, that solution providers should be aware of.

*Abacus.ai

*Aporia

*Auditoria

*Comet

*DotData

*Iterative

*OctoML

*Snorkel

*Spell

*Striveworks

*Tecton

 
Rick Whiting

Rick Whiting has been with CRN since 2006 and is currently a feature/special projects editor. Whiting manages a number of CRN’s signature annual editorial projects including Channel Chiefs, Partner Program Guide, Big Data 100, Emerging Vendors, Tech Innovators and Products of the Year. He also covers the Big Data beat for CRN. He can be reached at rwhiting@thechannelcompany.com.

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