Dataiku Announces a Single Control Center for AI Governance and New Tools for MLOps
PR93356
NEW YORK, Dec. 1, 2021 /PRNewswire=KYODO JBN/ --
-Designed for all stakeholders, Dataiku 10 empowers everyone from IT operations
and domain experts to data scientists and risk managers
Dataiku, the platform for Everyday AI (https://www.dataiku.com/), today
announced new AI governance and oversight as part of the company's unified AI
platform (https://www.dataiku.com/product/) to allow organizations to scale
analytics and AI initiatives under one centralized control tower. Dataiku 10
features a built-in suite of tools to help IT operators and data scientists
automatically evaluate, monitor, and compare models under development or in
production. In addition, also added in Dataiku 10, organizations can deliver
value faster with packaged industry solutions, dedicated workspaces for
business users, and accelerators for exploratory data analysis, geospatial
analytics, and computer vision. Examples of newly available Dataiku solutions
across industries include: Market Basket Analysis, Product Recommendations,
Plant Electricity and CO2 Emission Forecasting, Real Estate Pricing, with more
in the works.
With the rapid adoption of AI, AI governance has become a major pain point for
every industry as it was never designed to manage the copious amounts of data
we see today or the democratization of machine learning (ML). From CMOs to CFOs
data is crucial to any organization's ability to allow employees in all
departments to make impactful business decisions. However, without a modern
data governance strategy (https://pages.dataiku.com/ai-governance-capgemini)
today's organizations are opening themselves up to unnecessary risks.
"The new risk and value assessment capabilities in AI governance plans allow
businesses to assess and manage projects across multiple divisions, which now
brings together IT leaders, product managers, operations and more. These
departments have historically worked in silos, but data has made it imperative
to break down these silos," said Ritu Jyoti, group vice president, AI and
Automation Research at IDC. "As all industries have scaled usage of AI and ML,
it's no longer the sole domain of data scientists and IT managers, but a
requirement of the C-Suite and more to be able to access and understand. The
only way to make this happen is to have one simple language for how departments
manage MLOps creating a consistent framework and approach for every project."
"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," said Clément Stenac, CTO and
co-founder at Dataiku. "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."
Today's announcement is the most significant update to the Everyday AI
platform, focused on three core functionalities and themes:
1. MLOps - Safely scale with oversight for analytics and AI initiatives
Dataiku 10 introduces enhancements to its MLOps suite of tools to help IT
operators and data scientists evaluate, monitor and compare machine learning
models, whether under development or in production. Automatic drift analysis
and enhanced what-if simulations give teams better visibility into the behavior
and performance of live models.
2. Governance and Oversight
AI Governance in Dataiku provides a dedicated watchtower in Dataiku where AI
program and project leads, risk managers, and key stakeholders can
systematically govern projects and models and oversee progress across the
entire AI portfolio. Customers will be able to see all their models in a
central model registry - regardless of whether they were developed natively in
Dataiku or externally using tools like MLflow. Structured frameworks for
project workflows, approvals, and project qualification provide superior AI
oversight for enterprise customers.
3. Deliver value faster with business solutions and accelerators
Organizations can accelerate speed to value by leveraging our off-the-shelf
projects for various vertical use cases that customers can adapt and apply for
their own purposes. Examples of advanced tools include new geospatial
analytics, native deep learning capabilities, assisted data exploration, and
enhanced visual interactive insights.
Additional Resources
-Get started with Dataiku 10 (https://www.dataiku.com/product/get-started/).
Start an online hosted trial, download the free edition, or compare the
features of the Lite, Team, and Enterprise editions.
-Register now
(https://events.dataiku.com/product-days-december-2021?promo=PR&tr=true) to
attend the Dataiku Product Days series this December 2, 9, and 16 and learn how
Deloitte, Snowflake and others are using Dataiku to enable Everyday AI across
their organizations.
About Dataiku
Dataiku
(https://events.dataiku.com/product-days-december-2021?promo=PR&tr=true) is the
platform for Everyday AI that allows companies to leverage one central solution
to design, deploy, govern, and manage AI and analytics applications. Since its
founding in 2013, the company has been the leader in democratizing data and
empowering organization-wide collaboration. Today, more than 450 companies
worldwide use Dataiku to integrate and streamline their use of data and AI,
driving diverse use cases from fraud detection and customer churn prevention,
to predictive maintenance and supply chain optimization. Stay connected with us
on our blog (https://blog.dataiku.com/), Twitter (@dataiku
(https://twitter.com/dataiku)) and on LinkedIn
(https://www.linkedin.com/company/dataiku/).
Source: Dataiku
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