Business Use Cases

An article about GLM-Legal, focusing on the evolution of agentic AI in the legal field.

A panel discussion at BTCONJP2026 will explore the role and importance of information systems departments in the AI era.

• •The role of information systems departments in optimally integrating IT is emphasized as businesses face transformation due to AI.
• •Scheduled speakers include Yasuno Tōshu from Team Mirai, Hiroyuki Nishimura, and Kazumura from the OpenID Foundation.
• •The discussion will focus on appropriately adopting evolving IT technologies and integrating them with business operations.

UltrahumanがUAEで生物学的年齢モデルを展開し、アブダビと共同で2年間の研究および臨床検証を行う

• •UltrahumanはUAE全域で生物学的年齢モデルの展開を開始する
• •アブダビとの連携により、同モデルの研究と臨床検証が今後2年間にわたり実施される
• •スマートリングメーカーであるUltrahumanが健康データに基づく年齢予測技術に注力している

Accenture reports that 80% of generative AI token spending yields no business results, while one in three companies exceeds its budget.

• •An Accenture survey revealed that 80% of generative AI token spending does not lead to clear business outcomes.
• •One in three companies has already exceeded its annual budget, highlighting the need for cost management.
• •Leading companies manage tokens as a business resource, implementing measures to reduce cost increases by up to 44%.

Gartner predicts 70% of companies will abandon AI agents built with vendor engineers by 2028, citing structural issues rather than technical immaturity.

• •Gartner predicts that 70% of companies will abandon AI agents built in direct collaboration with vendor engineers by 2028.
• •Analysis indicates the main cause of project failure is structural issues in the case, not technical immaturity.
• •The article discusses factors causing companies to stumble in AI agent adoption and specific methods to avoid them.

The article examines business models and economic frameworks that allow frontier labs, new labs, and investors to all benefit.

• •It discusses the structure enabling frontier labs, new labs, and investors to profit.
• •Pricing mechanisms for breakthroughs are the central topic of discussion.
• •It touches on funding and monetization strategies in the AI industry.

Founder Sara Tashakorinia explains that LumenUs automates administrative tasks to help people who suddenly face project manager-like duties after a relative's death.

• •Founder Sara Tashakorinia describes the situation where people are suddenly tasked with managing unknown projects after a relative's death.
• •The service provides automation for tedious paperwork during times of grief.
• •The goal is to reduce the administrative burden associated with the experience of loss.

A16z's Olivia Moore states that consumer AI has a huge opportunity if companies can develop revenue sources beyond subscriptions and API billing.

• •Moore analyzes that significant opportunities exist in the consumer AI market.
• •She points out that the industry's ability to utilize revenue sources other than subscriptions and API billing is key to success.
• •She mentions the diversification of revenue models for consumer AI businesses.

Project Mode added an MCP-compatible AI connector to its NotePM knowledge management SaaS, making it available at no extra cost across all plans.

• •Project Mode Co., Ltd. announced the addition of an AI connector feature to NotePM on October 8.
• •The new feature supports the Model Context Protocol (MCP).
• •It is available at no additional cost across all plans.

CEATEC 2026 will be held at Makuhari Messe from October 13 to 16, with 821 exhibitors, the third-largest scale in its history.

• •The event will run for four days from October 13 to 16, using five halls from Hall 4 to Hall 8 at Makuhari Messe.
• •There are 821 exhibiting companies and organizations, exceeding last year's 810.
• •In CEATEC's 27-year history, this is the third-highest number of exhibitors.