波士顿咨询报告：近九成中国受访者经常使用AI工具 但真正实现其价值还需从“部署式使用”转向“重塑式创新”

Core Insights - The report by Boston Consulting Group (BCG) highlights that the Asia-Pacific region is leading in the exploration and adoption of AI, with China having one of the highest adoption rates globally [1][2] - The success of AI implementation is attributed 20% to algorithms and technology, while 70% depends on organizational restructuring to integrate AI into business processes [1][12] AI Adoption Rates - In China, 87% of respondents frequently use AI tools, surpassing the global average of 72% [5] - Usage rates vary by job level: 81% for frontline employees, 92% for middle management, and 72% for executives, indicating a strong culture of exploration and adaptability towards new technologies [5] Management and Guidance Challenges - Only 18% of frontline employees in China reported receiving clear guidance from leadership on AI usage, suggesting a gap in strategic vision from management [6] - Many Chinese companies are still in the deployment phase of AI tools, with few having restructured workflows or job designs, indicating untapped productivity potential [6][11] Shadow AI Risks - The report reveals that 58% of employees use AI tools independently, even without company support, which poses security and compliance risks [6] Need for Strategic Transformation - Despite high adoption rates, only 57% of respondents in the Asia-Pacific region reported that their companies adjusted workflows to adapt to the AI era, compared to 70% in leading global firms [7] - Companies need to invest in impactful areas and utilize appropriate tools to effectively deploy AI and reshape roles and functions for long-term competitive advantage [7][9] Efficiency Gains from Restructuring - Current AI tool deployment leads to about a 10% efficiency improvement, while restructuring key functions could enhance efficiency by 20% to 50% or more [8][9] - Investment in innovation to create new business models using AI is at 23% for Asia-Pacific companies, which is lower than the global average [10] Conclusion on AI Implementation - To achieve substantial business benefits, companies must transition from mere deployment of AI to transformative innovation [11] - The essence of successful AI integration lies in aligning business objectives with the actual value AI can create for organizations [12]