Global Companies Moving to "Mandatory" AI Work Culture
July 2025: Line Yahoo and SoftBank (subsidiaries of SoftBank Group) reportedly decided to officially mandate all employees to "use AI." Not a simple recommendation level -- all executives and employees who do not actively use AI in actual internal regulations will violate work regulations. This is evaluated as very unusual for a large Japanese company to mandate AI use. Specific mandates: Line Yahoo mandates AI use for all employees across routine tasks including research/search, document creation, and internal meetings. SoftBank similarly mandating AI across employee workflows. The strategic rationale: "practice creates expertise" -- companies that make AI use habitual before competitors will develop institutional AI capability faster; the accumulated experience of how AI helps and fails in specific business contexts becomes a competitive advantage; companies that adopt AI early and broadly will have a data advantage (internal use cases, prompt engineering knowledge, workflow integration patterns) over late adopters. The organizational culture challenge: mandatory AI use policies face the problem that forced behavior change without genuine buy-in produces compliance theater (employees going through the motions of using AI) rather than genuine capability development; the most effective AI adoption strategies combine mandatory minimum use with celebration of genuine productivity improvements that motivate intrinsic adoption. The Japan-specific context: Japan corporate culture has traditionally resisted rapid technology adoption due to consensus decision-making processes and risk aversion; mandatory AI use represents an unusually top-down approach that signals genuine urgency about competitive positioning relative to US and Chinese companies advancing AI capabilities rapidly.
