What is the main problem identified in the report?

The report highlights a structural labor shortage where companies invest heavily in hiring and compensation but fail to visualize productivity. It found that 64.9% of companies suffer from high dependency on specific individuals, making processes difficult to scale or sustain.

What solution does the report propose for the labor shortage?

Instead of simply hiring more people, the report recommends a transition to a 'reproducible operational structure' that uses AI and systemization to maximize the potential and productivity of the current workforce.

What percentage of companies have operations that are highly dependent on specific employees?

According to the survey, 64.9% of companies have more than half of their business operations dependent on specific individuals, a situation known as 'zokujinka' or person-dependent processes.

Who should read this report?

The report is recommended for executives, business managers, DX (Digital Transformation) leaders, and HR personnel who are facing challenges in talent acquisition, want to resolve operational dependencies, and aim to improve company-wide productivity using AI.

AI News NQ Analysis

[2026 Human Resource Utilization x AI Operations Survey] 'Japan AIOperations Report 2026 Spring' Research Report Released for Free

NQ Score 95/100

AI Summary (NQ-processed)

Mer Inc. has released a report on the state of human resource utilization and AI Operations in Japanese companies. The report argues that the labor shortage is a structural problem that cannot be solved by hiring alone and proposes a shift to reproducible operational structures that maximize the potential of the existing workforce through AI.

AI Analysis

Frequently Asked Questions

Q: What is the 'Japan AIOperations Report 2026 Spring'?: A: It is a free report published by Mer Inc. that investigates the state of human resource utilization and AI Operations in Japanese companies, based on a survey of 546 managers at companies with 100 or more employees.
Q: What is the main problem identified in the report?: A: The report highlights a structural labor shortage where companies invest heavily in hiring and compensation but fail to visualize productivity. It found that 64.9% of companies suffer from high dependency on specific individuals, making processes difficult to scale or sustain.
Q: What solution does the report propose for the labor shortage?: A: Instead of simply hiring more people, the report recommends a transition to a 'reproducible operational structure' that uses AI and systemization to maximize the potential and productivity of the current workforce.
Q: What percentage of companies have operations that are highly dependent on specific employees?: A: According to the survey, 64.9% of companies have more than half of their business operations dependent on specific individuals, a situation known as 'zokujinka' or person-dependent processes.
Q: Who should read this report?: A: The report is recommended for executives, business managers, DX (Digital Transformation) leaders, and HR personnel who are facing challenges in talent acquisition, want to resolve operational dependencies, and aim to improve company-wide productivity using AI.