SAN MATEO, California, FEB 13, 2024 – dotData, a pioneer and leading provider of AI insight discovery platforms, today announced the release of dotData Insight 1.2. Version 1.2 of dotData Insight features a variety of enhancements, including business driver extraction from text data, advanced table transformation capabilities, more flexible KPI visualization, weighted scorecard functions, and improved handling of large data volumes.
Major New Features and Enhancements in dotData Insight 1.2
Extracting Key Signals from Textual Data
dotData Insight 1.2 enables businesses to extract key signals from unstructured text data, such as sales reports, customer reviews, call center transcripts, and employee interviews. By integrating these insights with numerical, categorical, and time-series data, organizations can uncover deeper patterns and relationships for more comprehensive analysis.
Flexible Table Transformation
A new table transformation function streamlines data preparation by allowing users to generate target variables and preprocess data directly within the platform. By providing MySQL or Microsoft SQL queries, Version 1.2 automatically executes transformations in real-time for interactive previews and in batch mode for large-scale data processing, making last-minute small changes quick and easy.
General Availability of API Support
With the official release of the dotData API, users can now automate a wide range of tasks, including data import, signal exploration, driver extraction, and scorecard generation. This enhancement enables continuous and repeatable signal discovery workflows with greater efficiency and automation, reducing manual effort and accelerating insights.
Weighted Scorecard Functionality
dotData Insight 1.2 introduces support for weighted scorecards, allowing users to incorporate business knowledge into their analysis by adjusting feature segment scores through the use of a weighing system. The platform also offers automatic weight optimization, combining the interpretability of scorecards with improved accuracy in insights.
Enhanced KPI Panels and Role-Based Access Control
The upgraded KPI panel now offers more flexible and precise calculations of business metrics. Additionally, new role-based access controls enhance project-level security, ensuring proper authority management across teams.
Performance Improvements for Large-Scale Data
The latest version delivers significant performance upgrades, supporting the processing of large datasets, including up to 2 million samples and 200 million records, ensuring scalability for enterprise-level operations.
“dotData Insight 1.2 reflects our commitment to providing businesses with cutting-edge tools for advanced data analysis,” said Ryohei Fujimaki, CEO of dotData. “These new capabilities empower organizations to unlock deeper insights and drive smarter decision-making with ease.”
For more information about dotData Insight 1.2, please visit https://dotdata.com/dotdata-insight/ or contact marketing@dotdata.com.
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About dotData
dotData's pioneering automated feature discovery and engineering platform addresses the most complex challenge of AI/ML projects. Our Feature Factory technology uncovers hidden gems, providing transparent, explainable features by connecting the dots within large-scale data sets in hours, eliminating human bias. 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 a game-changer for business growth and innovation across industries. The power of dotData’s platform to provide game-changing insights is why Fortune 500 organizations worldwide trust dotData.
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