Dataiku and Doosan: Transforming Industries with Generative AI

TL;DR:

  • Dataiku and Doosan have formed a groundbreaking partnership focused on integrating Generative AI into their operations.
  • The collaboration aims to promote AI literacy and a data-centric culture within Doosan.
  • Doosan’s ‘Electric Furnace Steel Capacity Prediction Project’ achieved 98% accuracy with AI, reducing costs and enhancing sustainability.
  • The Doopedia Generative AI Project transformed educational content delivery, reducing content creation time to just one minute.
  • The partnership showcases the potential of AI to drive innovation in traditional industries and education.

Main AI News:

Dataiku and Doosan are proud to announce a groundbreaking collaboration that signifies a remarkable leap forward in the utilization of AI technologies, particularly Generative AI. This partnership represents a pivotal moment in Doosan’s digital transformation journey, showcasing their unwavering commitment to infusing AI into every facet of their business operations.

This strategic alliance goes beyond mere technological integration; it embodies a shared vision to promote AI literacy and cultivate a data-centric culture throughout the organization, embodying the core principles of Everyday AI.

Collaborating with Dataiku empowers us to envision the boundless potential of AI and Generative AI, enabling us to seamlessly integrate them into Doosan’s business strategies and operations. It marks the crucial initial stride towards realizing the concept of ‘AI Everywhere,’ propelling us to bring it to life, thereby driving agile innovation that is not just theoretical but practical and groundbreaking,” shared Robert Oh, Executive Vice President and Head of Corporate Digital at Doosan Corporation.

AI Everywhere: A Revolution in Steel Production

In the realm of industrial innovation, the ‘Electric Furnace Steel Capacity Prediction Project’ stands as a testament to the transformative prowess of AI within traditional industries. Honored in the Smarter Manufacturing category at the prestigious 2023 Dataiku Frontrunner Awards, this project, implemented at Doosan’s venerable 60-year-old steel mill in Changwon, Korea, achieved an astounding 98% accuracy in AI model predictions for steel capacity. This remarkable feat signifies a remarkable 21% improvement in accuracy compared to the previous model. The seamless integration of AI led to substantial reductions in energy consumption and production costs, furthering the cause of environmental sustainability while fostering a culture of operational efficiency and innovation.

Leading the Way with Generative AI: The Doopedia Project

The Doopedia Generative AI Project, a collaborative endeavor between Doosan and Dataiku, has revolutionized the landscape of educational content delivery. Aimed at making complex information accessible and engaging for young learners, this initiative has transformed Doopedia, often dubbed as Korea’s answer to Wikipedia, into a user-friendly resource tailor-made for elementary students, all within the span of a mere month.

Notably, this project managed to reduce content creation time from an arduous one to two days down to an astonishing one minute. This achievement in the realm of digital education underscores the sheer potential of Generative AI and Large Language Models (LLMs), as exemplified by Dataiku’s pioneering LLM Mesh. These innovations aim to make knowledge more accessible while fostering an environment of efficient and captivating learning.

Future Collaborations: Expanding Horizons

The partnership between Doosan Corporation and Dataiku signifies more than just a series of successful projects; it serves as a testament to the immense power of collaborative innovation in harnessing AI to drive forward-thinking solutions. Together, they have realized tangible business value in an ever-evolving digital landscape.

Our journey alongside Dataiku has only just commenced. We are unwavering in our commitment to explore the full extent of AI’s potential, driving innovative products and services that promise exponential business impacts in today’s rapidly evolving digital sphere,” emphasized Robert Oh.

Florian Douetteau, co-founder and CEO of Dataiku, articulated, “The partnership between Doosan and Dataiku stands as a shining example of how Everyday AI and Generative AI can usher in a revolution within traditional industries and education. Doosan’s dedication to seamlessly integrating these technologies into their core processes, bolstered by our platform, vividly illustrates the boundless potential of AI. It not only enhances business efficiency but also fosters a culture of innovation. This collaboration serves as a blueprint for the future, affirming that AI can be seamlessly integrated into every facet of business operations, thereby making it a reality for companies striving to be at the forefront of digital transformation.”

Conclusion:

The partnership between Dataiku and Doosan represents a significant step forward in harnessing the power of Generative AI for industrial and educational applications. This collaboration underscores the potential of AI to drive efficiency, reduce costs, and foster innovation in traditional sectors, signaling a growing trend of AI integration across industries in the market.

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