Core Insights - The article emphasizes that organizational redundancy is a significant source of waste in companies, and addressing this issue is crucial for effective cost reduction and efficiency improvement initiatives [1][3]. Group 1: Organizational Redundancy - The "Musheng Organizational Refinement Detection Compass" is introduced as a tool to identify organizational redundancy through a multi-dimensional indicator system [1][3]. - The model focuses on organizational design principles rather than specific structures, suggesting that deviations from these principles lead to operational issues [3]. Group 2: AI Replacement Rate - A new indicator, "AI Replacement Rate," has been added to the detection compass, highlighting the systemic impact of technological advancements on businesses [3][4]. - The article discusses how AI tools like DeepSeek and ChatGPT can significantly enhance employee productivity, indicating that many positions may be overstaffed [4][5]. Group 3: Current AI Application Status - According to the upcoming "2025 China Enterprise Platform Organization Construction Report," only 4.1% of companies have fully operational AI applications in core business areas, while 68% are either observing or in a preparatory phase [6][8]. - A survey reveals that 42.9% of companies have no plans to replace existing positions with AI tools, and only 19.1% plan to replace more than 10% of jobs [8][11]. Group 4: Perception of Middle-Back Office Roles - A significant portion of companies (51%) have no plans to replace roles in middle-back office functions with AI, indicating a perception of their irreplaceability compared to front office roles [11][13]. - The article suggests that this perception may be misguided, as middle-back office roles are also facing unprecedented pressure from AI advancements [13].