Daito Trust Construction Accelerates Data-Driven Management with Introduction of AI Data Analysis Platform "dotData"

dotData, Inc. (Headquarters: California, USA, CEO: Ryohei Fujimaki, hereinafter referred to as dotData), which innovates corporate data analysis and utilization with the world's most advanced AI technology "Automated Feature Engineering," announced today that Daito Trust Construction Co., Ltd. (Headquarters: Minato-ku, Tokyo, President and CEO: Kei Takeuchi, hereinafter referred to as Daito Trust Construction) has introduced the AI data analysis platform "dotData" to promote and enhance data-driven management. As a first step in its utilization, Daito Trust Construction will begin implementation in the area of "Strengthening Internal Controls and Streamlining Management (Audit DX)" within the Group Audit Department.

Background of Introduction: In-house Development of Audit DX and Fostering a Healthy Organizational Culture

Based on its "DX Strategy," Daito Trust Construction aims to embed data utilization throughout the group and promote "Human Capital Management." To accelerate this strategy, the company decided to introduce "dotData," which uses AI to derive insights from vast amounts of operational data that lead to business improvements.

The main focus of this project is to implement a mechanism for "continuous data utilization" with dotData for audit operations, which have traditionally relied on specialized knowledge and empirical rules. This will enable early visualization of complex data patterns that humans might miss from large amounts of data, allowing for appropriate actions (training and on-site support). This goes beyond mere post-event risk detection and aims to maintain and foster a healthy organizational culture where all employees can work with peace of mind.

Demonstrating the Effectiveness of AI-Driven Audit DX and Discovering New Insights

In a pilot experiment conducted prior to the introduction, the effectiveness of dotData's "Automated Feature Engineering" technology was confirmed in three aspects: improving operational efficiency, utilizing unstructured data, and visualizing early signs of new risks.

Evolution from Subjective Judgment to Data-Driven Audit Operations

The pilot experiment confirmed that by utilizing dotData's "Automated Feature Engineering" technology, objective and comprehensive data-based analysis can be performed for audit operations that previously had to rely on empirical rules and subjective judgment. After implementation, the aim is to build a system where AI handles routine and continuous analysis, allowing staff to focus on more advanced decision-making and improvement activities.

Analysis of Large Volumes of Audit Logs and Other Unstructured Data Using AI

dotData TextSense analyzes text data such as "audit logs," which were difficult to utilize in the past, and automatically classifies audit intentions and categories. This visualizes the audit status and temporal trends/changes, enabling earlier and more multi-faceted risk discovery and control. A key feature of dotData TextSense that enables continuous operation is that it eliminates the need for text preprocessing, such as syntactic analysis, which has been a challenge for conventional natural language processing.

Discovery of New Risk Indicators Not Captured by Empirical Rules

By comprehensively analyzing diverse data related to work styles and business processes using dotData's "Automated Feature Engineering," the pilot confirmed the effectiveness of discovering new risk indicators that are often overlooked by human experience alone, due to unexpected correlations between data. In the future, by leveraging this knowledge to prevent risks, the company aims to maintain and foster a healthy organizational culture where all employees can work with peace of mind.

Future Outlook: Roadmap for In-house DX Development and Company-Wide Deployment

Using this initiative in the audit department as a pioneering example, Daito Trust Construction will establish "in-house DX development" where the audit department takes the lead in operating AI, and will promote deployment to other business areas, further accelerating company-wide data-driven management. By leveraging the foundation that supports dotData's "continuous data utilization," the company aims to build a self-sustaining data-driven management system that continuously gains new insights in a changing business environment.

Comment from Ryohei Fujimaki, CEO of dotData, Inc.

We are deeply honored that Daito Trust Construction Co., Ltd., a leading construction and real estate company in Japan, has adopted dotData as the foundation for its data-driven governance. We are confident that we have demonstrated the utility of our "Automated Feature Engineering" technology in the challenging field of auditing. Moving forward, we will strongly support the company's goal of in-house DX development and contribute to the democratization of data utilization across the company and the sustainable enhancement of corporate value through technology.

Please feel free to contact us for inquiries about dotData Insight.

Company Profile of Daito Trust Construction Co., Ltd.

Location: Shinagawa East One Tower, 2-16-1 Konan, Minato-ku, Tokyo 108-8211

Representative: Kei Takeuchi, President and CEO

Established: June 20, 1974

Business Activities: Construction business, real estate leasing business, real estate development business, etc.

Official Website: https://www.kentaku.co.jp/

News Release from Daito Trust Construction Co., Ltd.

https://www.kentaku.co.jp/news/release/2026/release_AIkansa_20260708.html

Details Page for dotData Insight

https://jp.dotdata.com/dotdata-insight/

Contact for Product and Service Inquiries

E-mail: [email protected]

Contact for Media Inquiries Regarding This Matter

E-mail: [email protected]

About dotData, Inc.

dotData is a leader in automated feature discovery and extraction platforms, solving the challenge of feature discovery and extraction, which is said to be the most difficult aspect of corporate data utilization. dotData's Automated Feature Engineering technology analyzes the relationships in large and complex data in just a few hours, automatically extracting transparent and explainable features without human bias, and deriving insights crucial to our customers' businesses. This AI technology is the foundation of all dotData's AI platforms, and by combining it with machine learning and generative AI, it provides AI solutions that address a wide range of corporate challenges, from predictive analytics to business analytics. In today's rapidly changing world, AI-generated insights are a game-changer for business growth and innovation in any industry or operation. This is why many Fortune 500 companies choose dotData.