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: 2019

Top Executive: Luis Ceze, Co-Founder, CEO

OctoML’s Software-as-a-Service Octomizer makes it easier for businesses to put deep learning models into production more quickly on different CPU and GPU hardware, including at the edge and in the cloud.

OctoML was founded by the team that developed the Apache TVM machine learning compiler stack project at the University of Washington’s Paul G. Allen School of Computer Science & Engineering. OctoML’s Octomizer is based on the TVM stack.

In June OctoML unveiled OctoML CLI, a command line interface that automates model containerization and acceleration—what the Seattle-based company says are the most difficult tasks when deploying deep learning models.


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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