SAN MATEO, California, April 8, 2025 – dotData, announced the launch of dotData Enterprise 4.0, a milestone upgrade to its no-code Predictive Analytics platform. Featuring a fully redesigned interface and a new core engine based on dotData’s award-winning Feature Factory technology, dotData Enterprise 4.0 is a ground-up rethinking of the end-to-end no-code automation journey for companies getting started on the road to building predictive analytics models. With dotData Enterprise 4.0, dotData has reimagined how analytics professionals with minimal ML experience build predictive models.
“The vision of dotData Enterprise has always been to make predictive analytics more approachable to a wider spectrum of users.” Said dotData CEO, Ryohei Fujimaki, Ph.D. “With dotData Enterprise 4.0, we are thrilled to be introducing a new user experience that is familiar, approachable and continues to expand and deliver on the promise,” continued Dr. Fujimaki.
dotData Enterprise 4.0 introduces several key functions:
Predictive Modeling Canvas:
dotData Enterprise 4.0 has simplified the machine learning process with its intuitive canvas-based interface, which allows users to add datasets and designate target variables. The platform’s intelligent algorithms automatically infer table relationships and automate data transformation, feature engineering, and predictive modeling tasks. This streamlined approach enables users to focus on extracting more accurate ML models, deeper data insights and making data-driven decisions without extensive technical expertise.
Unified Feature Engineering Foundation:
dotData Enterprise 4.0 has undergone a significant architectural change, replacing its legacy core engine with the dotData Feature Factory. This change allows dotData Enterprise users to leverage the advanced capabilities of the dotData Feature Factory without needing to write any code. This means that users can now build more accurate machine learning models faster and with less effort. Although this change is not immediately visible in the graphical user interface, it will have a profound impact on the future development of dotData Enterprise, enabling the company to innovate and introduce new features at a much faster pace.
Fully Redesigned User Experience for Analyst:
dotData Enterprise 4.0 has been rebuilt with a completely new interface designed specifically for analytics teams who may not have expertise in machine learning. This version prioritizes user experience and ease of use, even removing some advanced features found in earlier versions (2.x and 3.x) to simplify the machine learning development process. Despite these changes, dotData Enterprise 4.0 maintains the quality of its features and models, offering a streamlined and simplified experience without sacrificing effectiveness.
Seamless Integration with Previous Versions of dotData Enterprise:
In an effort to prioritize user experience and maintain a sense of continuity for existing customers, dotData Enterprise 4.0 has been thoughtfully designed to incorporate the classic interface from previous versions (2.x and 3.x). This strategic decision ensures that all valuable assets, including but not limited to data, features, and models, that were created and developed using dotData Enterprise 2.x and 3.x will remain accessible and fully functional within the new 4.0 environment. This seamless integration aims to minimize any disruption or learning curve associated with transitioning to the latest version, allowing users to leverage their existing work and knowledge base while taking advantage of the enhanced features and capabilities offered by dotData Enterprise 4.0.
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dotData's pioneering automated feature discovery and engineering technology addresses the most complex challenge of Analytics and AI/ML projects. Our award-winning technology uncovers hidden gems, providing transparent, explainable signals by connecting the dots within large-scale data sets in hours, eliminating human bias and dramatically lowering data analysis costs. It allows data scientists to explore up to 100X more features, including those yet to be imagined, and augments AI/ML projects in an agile manner, delivering business value faster. In an era of rapid change, insights discovered through AI can be game-changing for business growth and innovation across industries. The power of dotData’s platform to provide game-changing insights is why Fortune 500 organizations trust dotData.
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