Apr
22
2020
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Comet.ml nabs $4.5M for more efficient machine learning model management

As we get further along in the new way of working, the new normal if you will, finding more efficient ways to do just about everything is becoming paramount for companies looking at buying new software services. To that end, Comet.ml announced a $4.5 million investment today as it tries to build a more efficient machine learning platform.

The money came from existing investors Trilogy Equity Partners, Two Sigma Ventures and Founder’s Co-op. Today’s investment comes on top of an earlier $2.3 million seed.

“We provide a self-hosted and cloud-based meta machine learning platform, and we work with data science AI engineering teams to manage their work to try and explain and optimize their experiments and models,” company co-founder and CEO Gideon Mendels told TechCrunch.

In a growing field with lots of competitors, Mendels says his company’s ability to move easily between platforms is a key differentiator.

“We’re essentially infrastructure agnostic, so we work whether you’re training your models on your laptop, your private cluster or on many of the cloud providers. It doesn’t actually matter, and you can switch between them,” he explained.

The company has 10,000 users on its platform across a community product and a more advanced enterprise product that includes customers like Boeing, Google and Uber.

Mendels says Comet has been able to take advantage of the platform’s popularity to build models based on data customers have made publicly available. The first one involves predicting when a model begins to show training fatigue. The Comet model can see when this happening and signal data scientists to shut the model down 30% faster than this kind of fatigue would normally surface.

The company launched in Seattle at TechStars/Alexa in 2017. The community product debuted in 2018.

Apr
21
2018
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Up-and-coming enterprise startups in NYC

New York City has an incredible density of up-and-coming enterprise-focused startups. While the winners are publicized and well-known, we felt it was time to put a bit of a spotlight on younger companies, ones you may not have heard about yet, but are likely to in the coming years.

TechCrunch asked two dozen founders, venture capitalists, and other community members which companies — other than ones they are directly connected to — they thought were most likely to change the enterprise world in the coming years. From a list of 64 nominated startups, we chose twelve we thought best exemplified the potential for New York. All data on venture capital fundraised comes from Crunchbase. Also be sure to check out our in-depth profiles of NS1, Datadog, BigID, Packet, and Timescale as well as Security Scorecard, Uplevel, and HYPR, which were not included on this list.

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