Abstract: The breakthrough development of generative artificial intelligence technology poses challenges to the integration of professional skills, technology costs, data security, coordination of legal rules, and modernization of civil judicial procedures in the modern legal service industry, indicating the imminent practice of the integrated development and modernization of the forensic appraisal and notarization industry. The construction of a modern public legal service system inevitably involves issues such as integrated development, collaborative innovation, technological innovation, talent cultivation, data protection mechanisms, and the application of law, so as to enhance the adaptability of institutional systems and the operation of mechanisms. Exploring the integrated and innovative development of service products and service content in the forensic appraisal and notarization industry in the era of artificial intelligence requires the efficient integration of legal service resources and technological empowerment to construct an integrated development and collaborative innovation service mode of “one-stop” public legal services throughout the whole life cycle. Additionally, at the theoretical level, this approach adheres to the economic principles of resource sharing and complementary advantages, strengthens the in-depth application of information technology, and reinforces the scientific support of interdisciplinary and cross-industry cooperation, thereby enhancing the quality, effectiveness, and credibility of legal services and improving the public’s perception, recognition, and satisfaction.

Key words:  notarization system reform, forensic appraisal management system reform, public legal service system, theory of integrated development modernization, modernization of civil judicial procedure

摘要：  生成式人工智能技术的突破性发展对现代法律服务业的专业技能融合、技术成本、数据安全、法律规则协调和民事司法程序现代化等提出了挑战，预示着司法鉴定与公证行业融合发展现代化实践的临近。现代公共法律服务体系建设必然涉及融合发展、协同创新、技术创新、人才培养、数据保护机制和法律适用等问题，以便增强制度体系和体制机制运行的适应性。探索人工智能时代司法鉴定与公证行业服务产品和服务内容的融合创新发展，需要法律服务资源的高效整合与技术赋能，建构全生命周期“一站式”公共法律服务的融合发展与协同创新服务模式。同时，在理论层面遵循资源共享、优势互补的经济学原理，强化信息技术的深度应用以及跨学科、跨行业合作的科学支撑，从而提升法律服务质效和公信力，增强社会公众的感知度、认可度和满意度。

关键词: 公证体制改革, 司法鉴定管理体制改革, 公共法律服务体系, 融合发展现代化理论, 民事司法程序现代化