AI Transformation Success Hinges on HR, Not Tech

Expert analysis suggests that successful AI-driven enterprise transformation depends more on employee readiness and mindset than technology, with HR playing a pivotal role.

Thu May 21 2026

AI Transformation's True Bottleneck: People, Not Technology

Dr. Zhan Jiayang, founding chairman of the Data and AI Literacy Association, emphasizes that the biggest bottleneck in enterprises' successful intelligent transformation in the AI era is employee readiness and mindset, rather than technological adoption. While AI tools can be deployed quickly, changing people's attitudes, culture, skills, and trust takes much longer. The pace of AI transformation cannot outpace the speed of human change, and this gap is the reality that HR faces daily.

Evolving Role of HR: Guardian of Fairness and Transformation Engine

Dr. Zhan Jiayang points out that HR's role is fundamentally changing with AI transformation. Past methodologies have been entirely overturned by AI; recruitment now focuses on learnability over experience, training on immediate AI learning, career development on dynamic networks, and talent retention on enhancing employee value through AI. Especially as AI intervenes in recruitment, performance, and rewards, HR has become the most critical guardian of fairness and the gatekeeper of ethics and holistic development within the enterprise. HR is no longer just a support department but the core engine of AI transformation, responsible for rebuilding culture, re-establishing trust, and managing the 'AI x Human' relationship.