Leveraging AI to improve data quality and discover more accurate and deeper insights faster.
SAN MATEO, California, January 28, 2025 – dotData, a pioneer and leading provider of AI-powered insight discovery platforms, has unveiled its latest update to dotData Insight, an AI-powered signal discovery and data analysis platform designed for Business Intelligence professionals and business power users. dotData Insight 1.3 introduces cutting-edge features like AI-driven data cleansing and AI-driven column enrichment, enabling businesses to extract accurate and deep insights faster, more efficiently, and at a fraction of the cost of traditional methods.
AI-Powered Column Enrichment
dotData Insight 1.3 introduces an innovative AI-powered Column Enrichment capability that enhances data analysis by intelligently combining columns to uncover deeper insights. Unlike traditional statistical methods that produce pseudo-correlations or unintelligible combinations, dotData leverages generative AI to assess the domain-context and interpretability of column combinations, in addition to statistical significance.
By automating a manual process that traditionally requires extensive planning and a high degree of domain expertise, dotData Insight 1.3 enables users to uncover higher-order insights while maintaining clarity and relevance in the data. This breakthrough ensures a faster, more intelligent, and more meaningful approach to data analysis.
AI-Driven Data Cleansing
dotData Insight 1.3 introduces powerful AI-driven data cleansing capabilities, streamlining the preparation of high-quality data for analysis. The AI engine automatically identifies potential data quality issues, such as misrepresented categorical values, missing values or outliers, and duplicated records. For each detected issue, dotData’s AI suggests an appropriate correction method, enabling users to review and approve fixes quickly.
This feature eliminates the need for complex data preprocessing in SQL or GUI environments, allowing users to understand and resolve data quality problems transparently while ensuring accurate insights from the prepared dataset.
Additional Features and Enhancements
dotData Insight 1.3 also adds features that provide better ease of use, organization, and enhanced signal discovery and comparisons.
- Segment Comparison:
Compare business signal segments across different time periods or conditions to analyze changes in signals, business KPIs, or population trends, such as pre- and post-measure impact analysis. - Generative AI for Distribution Explanations:
Generate advanced, objective-focused explanations of data distributions, incorporating relationships with target variables for more business-relevant interpretations. - Usability Improvements:
- A new folder functionality makes organizing segments, tables, and discovered signals simple and intuitive.
- Job completion notifications via email and Slack allow for enhanced workflow efficiency.
With these updates, dotData Insight 1.3 delivers a more intuitive, efficient, and insightful data analysis experience, empowering businesses to effortlessly uncover actionable intelligence in record time.
Contact Us
E-mail: contact@dotdata.com
Media Contact
E-mail: marketing@dotdata.com
Phone: 415-460-7844
About dotData
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.
Learn more about dotData Insight at https://dotdata.com/dotdata-insight/ or contact dotData at contact@dotdata.com.
For more information, visit https://dotdata.com/ and join the conversation on X/Twitter and LinkedIn.
