Applications & OS News

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.


Founded: 2018

Top Executive: Ryohei Fujimaki, Co-Founder, CEO

DotData’s software provides automated feature engineering and enterprise AI automation for building AI and machine learning models. Feature engineering is the critical step in machine learning development of finding important patterns hidden within data used to develop and train ML models.

In addition to the company’s flagship dotData Enterprise predictive analytics automation software, the company offers related products including the dotData Cloud AI automation platform, dotData Py and dotData Py Lite tools, and dotData Stream for real-time AI models.

DotData, founded in 2018 as a spinoff of NEC, raised $31.6 million in Series B funding in April, bringing the company’s total financing to $74.6 million. The company, based in San Mateo, Calif., has been using the additional funding largely to accelerate product development.


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

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