Monday, April 19, 2021
Home Tech MLOps startup Comet raises $13M to launch model monitoring products

MLOps startup Comet raises $13M to launch model monitoring products

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MLOps startup Comet as we speak introduced that it raised $13 million in a collection A funding spherical led by Scale Venture Partners. The capital, which Comet plans to put towards product, gross sales, advertising, and engineering development, comes as the corporate acquires U.Ok.-based Stakion to bolster the launch of Comet Model Production Monitoring (MPM), a product that allows organizations to monitor and monitor AI model high quality.

MLOps, or machine studying operations, encompasses the methods organizations construct and deploy fashions. In the wake of the COVID-19 pandemic, enterprises have accelerated their investments in AI as a part of an effort to drive digital enterprise transformations. MLOps platforms might generate annual revenues in extra of $4 billion by 2025, in accordance to Deloitte. That’s not stunning in mild of a McKinsey report suggesting that AI, if efficiently applied, might drive about 20% of an organization’s earnings.

Comet offers self-hosted and cloud-based MLOps answer that enables information scientists and engineers to monitor, examine, and optimize experiments and fashions. The ostensible intention is to ship insights and information to construct higher, extra correct AI fashions whereas enhancing productiveness, collaboration, and explainability throughout groups.


Comet helps code panels, an ecosystem of plugins, extensions, and visualizations constructed by the group and business groups. It additionally affords instruments just like the aforementioned MPM, which is designed to present visibility into model efficiency all through a model’s lifecycle, from creation to manufacturing.

Comet has a rival in Weights and Biases, a supplier of a platform for enabling collaboration and governance throughout groups constructing machine studying fashions. Among others, Domino Data Lab, a startup growing a platform centered on enterprises with giant information science groups, is vying for a slice of the rising MLOps section.

But Comet seems to have carved out a piece of the increasing market. It claims to serve “thousands” of customers and “multiple” Fortune 100 corporations, with 500% income development over the previous 12 months. And this newest funding spherical, which noticed the participation of  Trilogy Equity Partners and Two Sigma Ventures, brings the New York-based firm’s complete raised to over $19 million.


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