Business Use Cases

NTT-AT launched 'RelAi Window Assistant', a generative AI solution to support local government counter operations, starting on October 15.

• •The company released the solution as the second product under its AI brand 'RelAi' to assist staff in local government counter duties.
• •The service launch date was announced as October 15.
• •The product was developed based on insights gained from a pilot experiment conducted in Katsushika Ward.

An article discussing how Mizuho FG is practicing technology selection and standardization while advancing its AI-native transformation.

With AI making code development faster for everyone, the value of product managers now lies in leveraging 10 years of accumulated business data assets.

• •AI has multiplied the throughput of writing code, making speed of development no longer a competitive advantage.
• •jinjer's CPO, Matsuyama, states that the role of product managers is becoming homogenized.
• •The 'solid data' accumulated over 10 years, such as automatic attendance records, is the key differentiator for the future.

JTB Group integrated financial systems of 54 companies into Oracle Fusion Cloud to build an AI-ready foundation.

• •The integration of 54 companies' systems took about 3.5 years, adhering to a Fit to Standard approach with 95% standard function utilization.
• •This refresh realized an 'AI-Ready' foundation capable of accepting AI agents.
• •Project leaders discussed the current status of operations and AI utilization at the Oracle AI Forum.

Cal AIが2年間で3,000万ドル以上の売上を上げ、3月にMyFitnessPalに売却された背景として、インフルエンサーによるプロモーションが寄与した

• •同社は2年間で3,000万ドル以上の売上を記録した
• •3月にMyFitnessPalにより非公開の金額で買収された
• •バイラルな成功にはインフルエンサーの活用が成果を上げた

Umios (formerly Maruhan Nichiro) automated monthly sales planning, reducing manual work by approximately 4,200 hours annually.

• •Monthly sales planning tasks previously done manually across all branches were automated.
• •The company expects to reduce work by about 4,200 hours annually across all branches in the business logistics division.
• •The initiative aims to move away from relying on experience and intuition in traditional business processes.

The article explains how to perform predictive analysis using scikit-learn within Excel, executing regression, classification, and clustering to return predictions to the spreadsheet.

• •Use scikit-learn to perform regression analysis for sales forecasting
• •Conduct classification and clustering for churn risk assessment and group segmentation
• •Execute the analysis within an Excel workbook and return the predicted values to the sheet

New research from Bold Agent Kit shows human receptionists achieved approximately four times stronger inbound conversion than AI, despite AI handling more calls.

• •New research from Bold Agent Kit reveals that human receptionists delivered stronger inbound intake conversion performance than AI.
• •Human receptionists achieved approximately four times the conversion rate, even though AI answered a higher volume of calls.
• •The study analyzed 14,000 calls to compare the performance of humans and AI in call center settings.

At CEATEC 2026, the presidents of JEITA and JAMA held a dialogue discussing co-creation and talent and manufacturing in the AI era.

• •The dialogue took place at CEATEC 2026, held from October 13 to 16 at Makuhari Messe.
• •Taka Akino, President of JEITA, and Tsuneji Sato, President of JAMA, participated in the discussion.
• •They discussed co-creation for Japan's future society, as well as talent and manufacturing in the AI era.

A contest to improve products using behavioral data opens on October 15, offering a total prize pool of 300,000 yen.