Business Use Cases

DeNA launched an app for university applicants that uses AI to grade math essay answers in 30 seconds to reduce educational disparities.

• •DeNA released an app for university applicants featuring AI that grades math essay answers in 30 seconds.
• •The company pointed out that access to math essay preparation resources is often influenced by location and economic status.
• •The goal is to alleviate applicants' anxiety and support their daily learning.

Atsurae expands its UX improvement consulting to prevent the goalpost of AI adoption, working backwards from on-site challenges.

CEATEC 2026と併催されるJapan Mobility Show Bizweek 2026で、走行中ワイヤレス給電や自動運転大型バスなどのビジネス事例が紹介される

• •隔年開催の「Japan Mobility Show」とは異なり、ビジネスの出会いを生み出すことを目的としたイベントとして開催されている
• •道路からの走行中ワイヤレス給電技術が展示・紹介の対象となる
• •いすゞの自動運転大型バスや、超小型自動車の「セルフメイド」などの見どころが多数用意されている

primeNumber announced the 'primeNumber Autonomous Data Platform' (ADP), an AI agent service that handles data infrastructure maintenance and request processing.

• •A platform where AI agents handle data infrastructure maintenance and on-site request processing was announced.
• •The service is named 'primeNumber Autonomous Data Platform' (ADP).
• •It will initially be deployed for data administrators at companies using 'TROCCO' or 'COMETA'.

A dialogue between Cybozu and CData experts discussed the challenges of governance and cost optimization in deploying local MCP, highlighting the value of CData Connect AI.

• •Sato Taisuke from Cybozu and Sugimoto Kazuya from CData held a dialogue on the frontline of MCP utilization.
• •The discussion focused on the key to expanding from individual convenience to organizational governance and cost optimization.
• •The article explored the value of 'CData Connect AI' by data integration specialist CData.

Researchers from Carnegie Mellon University and Stanford University published a study on the impact of a software company that mandated AI adoption, focusing on the speed of AI code generation versus human review.

• •Researchers affiliated with Carnegie Mellon University, Stanford University, and others published the paper 'AI Writes Faster Than Humans Can Review: A Longitudinal Study of an Enterprise 2x Mandate'.
• •The study investigated the effects on a software company that made AI adoption mandatory.
• •The paper includes a longitudinal study focusing on the issue that AI writes code faster than humans can review it.

TOPPAN launched a CX support service utilizing a data platform composed of 100,000 AI personas that replicate Japan's demographic structure.

• •A data platform was built using 100,000 AI personas that replicate Japan's population structure.
• •CX support services are now being offered to distribution, retail, and manufacturer sectors.
• •TOPPAN announced the launch of this service on the 13th.

S&I has launched a new version of its contact center solution 'AI Dig', enhancing integration with Genesys Cloud and adding a new menu for AudioHook.

• •S&I has launched a new version of its contact center AI knowledge solution 'AI Dig'.
• •The new version enhances integration features with Genesys Cloud.
• •A new offering menu based on AudioHook integration has been added for Genesys Cloud users.

Notion CTO Max Shornig discusses how AI coding has shifted the product development bottleneck to deciding what not to build, emphasizing taste and customer experience.

• •Max Shornig, who became Notion's CTO in September 2026, notes that deciding what not to build has become harder as AI makes creating features easier.
• •Notion refines its product 'taste' through weekly reviews focused on customer experience rather than just metrics.
• •The interview covers the company's approach to delineating tasks assigned to AI versus those retained by humans.

SCSK will provide a beta version of CELF AI Development Agent, which uses AI dialogue to convert Excel tasks into apps.

• •A new service, 'CELF AI Development Agent (tentative name)' beta, is being offered within the no-code service 'CELF'.
• •The service supports converting Excel tasks into apps through dialogue with generative AI.
• •Recruitment for beta participants starts on October 14, with service provision beginning on October 23.