How information technology automates and augments processes: Insights from Artificial‐Intelligence‐based systems in professional service operations
研究了专业服务中基于人工智能的系统如何与人类协作，通过自动化和增强来改进流程并扩展服务，对技术管理者和运营经理有参考价值。
Abstract This study contributes to the technology management literature on the effects of IT on operations processes by examining the use of systems based on Artificial Intelligence (AI) in professional services. The paper builds on key concepts on AI, information systems, professional work, and professional services operations management. A model is developed to explain how AI‐based systems combine with humans to do work, both automating and augmenting the work of the professional, leading to process improvement and extension of the service offering. The study uses case‐based research in two law firms and two accountancy firms using AI‐based systems. It shows that AI‐based systems are used selectively, mainly on high‐volume, back‐office tasks, across the sequence of stages in the professional service process—diagnosis, inference, and treatment. Automation using AI relieves professionals from repetitive tasks, while AI achieves augmentation by buffering professionals from low‐value activity, making their expertise scalable and providing new analytical insights. System use can improve performance in delivering core professional services and enable service extension into additional, high‐value advisory work. The model and research approach have potential implications for other emerging areas of technology management in OM.