Dataiku Announces New AI Governance and Oversight Features

The built-in suite of tools help data scientists evaluate, monitor, and compare models under development

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Dataiku Announces New AI Governance and Oversight Features
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Published: December 7, 2021

Sandra Radlovački

Sandra Radlovački

Dataiku has announced new AI governance and oversight as part of the company’s unified AI platform, Dataiku 10.

Dataiku 10 features a built-in suite of tools that are said to help IT operators and data scientists “automatically evaluate, monitor, and compare models under development or in production”.

Clément Stenac, CTO and co-founder at Dataiku, said: “We’ve always believed that to scale AI, organizations need to enlist non-experts to the cause and bring more people into the fold to ensure project success. Dataiku 10 helps make that a reality.”

“This latest version is focused on governance, MLOps, and industry solutions that increase involvement from AI-adjacent roles such as IT operators, risk managers, project managers, and domain experts.”

The platform enables organisations to deliver value faster with packaged industry solutions, dedicated workspaces for business users, and accelerators for exploratory data analysis and others.

Examples of newly available Dataiku solutions across industries include market basket analysis, product recommendations, plant electricity and CO2 emission forecasting, and real estate pricing.

Group VP of AI and Automation Research at IDC said that scaled usage of AI and ML has become a requirement of the C-suite, moving from the domain of data scientists and IT managers. The VP also stated that the new risk and value assessment capabilities in AI governance plans help businesses manage projects across divisions and break down silos.

Dataiku 10 platform is focused on three core functionalities and themes – MLOps, governance and oversight, and faster value delivery with business solutions.

 

 

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