SAN MATEO, California, November 19, 2025 — dotData, a pioneer and leading provider of AI-powered insight discovery platforms, today announced the release of dotData Enterprise 4.1. This latest update builds on the redesigned experience introduced in version 4.0 and further strengthens the integration across the dotData Product Suite, enabling organizations to accelerate the development of reliable, explainable, and production-ready AI models.
Key Features of dotData Enterprise 4.1 Include:
Drill-Down Analysis for Prediction Errors
dotData Enterprise 4.1 introduces a new pivot-table-based drill-down analysis feature, enabling users to examine model performance and feature impact across various segments of the target population. Analysts can quickly identify underperforming groups, understand error patterns, and iterate toward higher-accuracy models with greater efficiency.
One-Click Integration with dotData Insight
Users can now transfer model outputs and predictive patterns to dotData Insight with a single click, where Insight’s GenAI-powered business interpretation and AI-driven driver combination discovery provide deeper visibility into the signals and business drivers behind model outcomes, strengthening transparency and enabling more actionable decision-making across the organization.
Built-In Support for dotData Feature Factory 1.4
dotData Enterprise 4.1 incorporates dotData Feature Factory 1.4, released in August 2025, bringing its upgraded feature engineering performance and advanced data integrity capabilities directly into the dotData Enterprise environment. By adopting the 1.4 foundation, dotData Enterprise users can also leverage the operational enhancements of dotData Ops 1.5, including automated model retraining, champion–challenger evaluation, and risk-free shadow testing. Together, these updates unify development and production workflows, ensuring models remain accurate, reliable, and continuously optimized with significantly less manual effort.
Additional UX Enhancements
This release also includes a series of productivity-boosting improvements, such as SHAP-based feature importance visualization, enhanced data filtering for faster population narrowing, improved execution efficiency through algorithm selection, and more accurate data-type inference to reduce preprocessing overhead.
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About dotData
dotData's pioneering Statistical AI technology addresses the most complex challenge of modern analytics and AI projects: uncovering the nuanced, hidden gems of insight that were previously trapped in unexplored data. Our award-winning engine navigates the most complex and convoluted data structures by connecting the dots within large-scale datasets in hours, rather than days, discovering high-value, transparent, and explainable signals. dotData enables organizations to eliminate human bias and reduce costs by exploring 100 times more signals, including those yet to be imagined. The power of dotData’s technology is providing game-changing insights for Fortune 500 organizations around the world.
Learn more about dotData Insight at https://dotdata.com/dotdata-insight/ or contact dotData at contact@dotdata.com.
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