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The 10 Hottest Cloud Computing Startups Of 2021 (So Far)

The cloud computing startups, all of which recently landed venture capital funding, range from an MLOps company that emerged from stealth mode in April to an IoT cloud platform provider for hardware developers to a cloud cost management software company.

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CEO: Liran Hason

Founded in 2020, MLOps company Aporia emerged from stealth mode in April and launched its customizable monitoring platform for machine learning (ML) models with full support for private clouds and public clouds.

Data scientists can use the SaaS production observability platform to quickly and more easily build their own bespoke monitors optimized for their use own cases and data to keep track of their ML models’ performance and ensure data integrity. Aporia’s dashboard provides a single pane of glass for checking ML production status and continuously compares actual performance to expected results. Users can set up alerts of different severities to be sent to email or sources such as Slack.

The company disclosed $5 million in seed funding in April from Palo Alto, Calif.-based Vertex Ventures, Tel Aviv, Israel-based TLV Ventures and private angel investors.

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