〜Accelerating Business Insight Generation with AI Drill-down Analysis and Support for the Latest Generative AI Models〜
SAN MATEO, California, January 29, 2026 — dotData, a pioneer and leading provider of AI-powered insight discovery platforms, today announced the latest release of its data analysis platform, dotData Insight 2.1.
dotData Insight 2.1 features native integration with Snowflake, allowing for business driver exploration, factor analysis, and the discovery of business insights using dotData Insight without the need for copying data, while inheriting Snowflake’s data governance capabilities. Furthermore, several new capabilities have been added to promote AI-driven management, including “AI Drill-down Analysis” to intuitively identify causes of KPI changes and support for the latest Generative AI models such as Gemini 3 and GPT-5.2.
Key Features of dotData Insight 2.1 Include:
Native Integration with Snowflake (dotData Insight on Snowflake)
dotData Insight 2.1 can now be deployed directly on Snowflake. Specifically, dotData’s core engines, including dotData’s proprietary driver discovery, run on Snowpark Container Services against data stored and managed via Snowflake Horizon Catalog. This enables zero-copy analysis with dotData and allows for secure data utilization under Snowflake’s integrated data governance. Support for Snowflake integration will initially be available on Amazon Web Services (AWS), with plans to expand to Microsoft Azure in the future.
Analysis of Management KPI Fluctuations via AI Drill-down
dotData Insight 2.1 introduces a new AI feature called “AI Drill-down.” Drill-down analysis allows users to dive deep into critical business KPIs—such as sales, customer churn, deal win rates, or product defect rates—across various dimensions (attributes). For example, a user could identify that “out of a 10% year-on-year decrease in sales, a missed target for Product A in Area B accounted for 5%.” With AI Drill-down, the AI engine automatically executes drill-downs from multiple angles and attributes to discover KPI components and factors with significant fluctuations, strongly supporting the consideration of improvement measures.
Support for the Latest Generative AI, such as Gemini 3 and GPT-5.2
dotData Insight 2.1 supports the latest Generative AI models, including GPT-5.2 and Gemini 3, enabling the use of each model’s Reasoning Mode, allowing the advanced reasoning capabilities of Generative AI to be fully utilized in features such as the business interpretation of features, enabling deeper analysis of results, and support for action planning. Additionally, to keep pace with rapidly evolving LLM models, the platform meets the need for comparing results across multiple models through intuitive one-click model switching.
dotData Insight 2.1 also features additional enhancements, including an export function for outputting business drivers and segment information to external Data Warehouses (DWH), improvements in feature interpretation by Generative AI, and strengthened security.
Partner Comment
Kei Sakuma, Director, Partners and Alliances
“We sincerely welcome the release of dotData Insight 2.1. The ‘AI-Ready’ data generated by dotData Insight 2.1’s automated feature engineering on Snowflake plays a vital role in extracting business value from data. We are confident that through the collaboration between dotData and Snowflake, Japanese enterprises will be able to create even greater business value.”
CEO Comment
Ryohei Fujimaki, CEO, dotData, Inc.
“dotData Insight 2.1 is a crucial release that significantly advances our vision for dotData Insight v2: the democratization of AI and data utilization under unified data governance. To maximize the value of AI, unified data governance is now indispensable. By strengthening our partnership with Snowflake, dotData will continue to drive support for data-driven management in Japanese enterprises.”
dotData Insight Details
https://dotdata.com/dotdata-insight/
Product and Service Inquiries
E-mail: contact@dotdata.com
Press Inquiries
E-mail: marketing@dotdata.com
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.
