SAN MATEO, California, July 24, 2025 — dotData, a pioneer and leading provider of AI-powered insight discovery platforms, today announced the release of dotData Insight 1.4, a major update to its AI-driven signal discovery platform. This latest version delivers significant improvements in speed, scalability, and enterprise readiness through powerful new features, including AI Driver Stacking, expanded cloud self-deployment options, built-in connectors to leading enterprise data sources, and Amazon Bedrock support for enhanced GenAI security.
Discover Combinatorial Business Drivers with AI Driver Stacking
dotData Insight 1.4 introduces AI Driver Stacking, a cutting-edge statistical AI technique designed to uncover richer, more actionable insights by automatically identifying optimal combinations of key business drivers. This approach solves exponentially complex combinatorial optimization problems at scale, surfacing not just individual factors but their most impactful combinations. As a result, users gain greater transparency and deeper understanding of the factors influencing critical business outcomes—enabling faster, more confident decision-making.
Seamless Integration with Enterprise Data Sources
This release includes built-in connectors to major platforms such as Snowflake, Salesforce, Microsoft SQL Server, Amazon S3, and Azure Data Lake. These native connectors make it easy to ingest diverse business data and fuel dotData’s AI engine to uncover “unknown unknowns” in your data. Additionally, a new data connector framework lays the foundation for rapidly expanding direct connectivity to other enterprise data sources in future updates.
Flexible and Secure Deployment on Private AWS and Azure
dotData Insight 1.4 enhances deployment flexibility with new self-deployment capabilities for Amazon Elastic Kubernetes Service (EKS) and Azure Kubernetes Service (AKS). Enterprises can now deploy dotData Insight directly within their private cloud environments—ensuring full control, data governance, and security while maintaining access to the platform’s powerful AI-driven discovery capabilities.
Secure Generative AI with Amazon Bedrock
The new release integrates with Amazon Bedrock, enabling support for Claude 3.5 Sonnet. This integration allows users to securely leverage cutting-edge generative AI capabilities within a governed environment—without sending sensitive or proprietary data to external LLM providers. It ensures enterprise-grade security while enriching the insight discovery process with GenAI-enhanced business interpretation.
Automate and Scale Signal Discovery with New Python SDK
dotData Insight 1.4 introduces a powerful new Python SDK that bridges the gap between dotData Feature Factory and dotData Insight. This SDK allows data science teams to programmatically build automated pipelines that discover drivers of hundreds of KPIs using dotData Feature Factory, and seamlessly deliver results into dotData Insight for business consumption. The integration empowers large-scale organizations to combine the automation and depth of data science with the accessibility and speed of business intelligence—all in one seamless, collaborative environment.
With these updates, dotData Insight 1.4 continues to expand on the promise of dramatically accelerating the deep analytics capabilities of business intelligence and analytics teams at a fraction of the cost of traditional methods without the need for additional human resources.
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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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