DataRobot AI Comes to Google Cloud Marketplace, Adds GitHub

DataRobot has made its AI Cloud platform available on Google Cloud Marketplace and integrated the technology with GitHub and other online services in a move that could boost the independent vendor’s appeal to large enterprises.

The AI ​​and machine learning provider also updated its AI Cloud with new automation tools for compliance in regulated industries, and added more algorithmic bias detection and prevention capabilities and specialized tools to data scientists.

It is critical that every independent AI platform runs effortlessly on Google Cloud Platform, Microsoft Azure, and AWS.

Mike GualtieriAnalyst, Forrester

“It’s essential that every independent AI platform runs effortlessly on Google Cloud Platform, Microsoft Azure, and AWS,” said Forrester analyst Mike Gualtieri. “DataRobot officially on Google Cloud Marketplace will allow customers to try, adopt and scale BPCs. »

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Cloud availability

DataRobot is already available in the cloud marketplaces of the two largest cloud service providers, with AI Cloud Platform on Azure and DataRobot’s Automated Machine Learning platform available on AWS.

Full market availability of the third-largest cloud provider is a milestone that DataRobot has been forced to achieve, even as DataRobot competes with Google’s own AI systems, Gualtieri said.

“From a market perspective, I don’t think it changes DataRobot’s competitiveness,” Gualtieri said. “It’s just something they had to do. They are not early. They are not late.

AWS, Microsoft and Google are eager to welcome smaller competitors as they expand the ecosystems of these tech giants, he said.

DataRobot revealed AI Cloud availability on Google Cloud Marketplace and new integrations with the GitHub online software development repository and other platforms on Tuesday. The announcement was made just before the start of the vendor’s two-day virtual conference, DataRobot AIX 2022.

A subscription for DataRobot’s Platform on Google Cloud, which includes AutoML and MLOps functionality, is listed for $5,416.67 per month or $65,000 per year.

Connection to other platforms

In addition to GitHub, DataRobot said it has integrated with log management provider Sumo Logic, cybersecurity and IT operations provider Splunk, IT monitoring provider Datadog, and customer service technology provider Zendesk. .

Although DataRobot introduced a host of updates and new features for AI Cloud, the vendor’s platform upgrades were widely expected, Gualtieri said.

Among the new features and capabilities in DataRobot’s latest round of upgrades are what the vendor calls built-in code-first notebooks, which allow data scientists to do coding work.

Now in preview, the technology comes from DataRobot’s May 2021 acquisition of cloud-based data science and analytics platform provider Zepl.

Additionally, DataRobot has added geospatial functionality to its no-code predictive AI applications for business users. The vendor has also highlighted a number of upgraded or expanded features. These include in particular the following:

  • Automated compliance documentation for all AI and machine learning models, including those built outside of DataRobot;
  • bias mitigation capabilities that automatically identify and adapt models before they reach deployment;
  • Enterprise MLOps to support full model lifecycles and provide open models that IT groups can connect to third-party software platforms and services;
  • more support for DevOps practices, with integration with GitHub Actions to automate machine learning workflows in accordance with continuous integration-continuous delivery principles.

Boston-based DataRobot competes with other independent AI vendors, including open source H2O.ai, Dataiku, Databricks, SAS and Jupyter Notebook.

While DataRobot has raised $1 billion in venture capital over 10 rounds, acquired seven small vendors and reached a market valuation of up to $6.3 billion, it has faced significant setbacks during its rapid growth in the course of the last decade.

More recently, the private provider laid off around 70 staff – 7% of its workforce – in early May amid a declining market for tech companies.

In March 2020, DataRobot downsized at the onset of the COVID-19 pandemic, but did not disclose how many employees it let in. that roet layoffs.

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