数智化是企业在数字化基础上叠加在线化与智能化，以数据驱动实现业务与流程自动化的转型模式，包含数字化、在线化、智能化三个阶段，智能化阶段以人工智能、大数据和物联网推动智能自动化。它解决的是决策效率低、响应慢与成本高的问题，并不解决组织与人员能力不足的问题。
第一阶段
数字化阶段，它以数字化为基础，将企业各个方面的信息、数据和知识进行数字化存储和处理，实现信息共享和协同，提高决策效率和准确性。
第二阶段
在线化阶段，它以数字化为基础，将企业各个方面的业务和流程进行在线化，实现业务自动化和数据实时传输，提高生产效率和响应速度。
第三阶段
智能化阶段，它以数字化和在线化为基础，通过人工智能、大数据和物联网等技术实现企业各项业务和流程的智能化和自动化，提高决策效率、降低成本和风险，实现数字化转型的最高境界。
建议
数智化的实施需要从企业战略和业务需求出发，结合企业特点和行业趋势，制定符合实际情况的数字化、在线化和智能化转型方案，并注重组织和人员能力的培养和提升，实现数字化、在线化和智能化的有机结合和全面升级，推动企业向数字化、智能化转型的新阶段迈进。
数智化的实施不仅可以帮助企业提高生产效率和产品质量，还可以实现人力资源管理和客户服务等方面的优化和升级，为企业可持续发展打下坚实的基础，同时也可以促进整个社会的数字化转型和创新发展。
翻译
Digital intelligence is a digital, online and intelligent new enterprise digital transformation model, which is based on technological innovation and data-driven, and realizes the intelligence and automation of various business and processes through various digital technologies and tools, so as to improve productivity, efficiency and competitiveness, and achieve sustainable development.
The first stage
In the digital stage, it is based on digitalization, digitally storing and processing information, data and knowledge in all aspects of the enterprise, realizing information sharing and collaboration, and improving decision-making efficiency and accuracy.
The second stage
In the online stage, it is based on digitalization, which will bring all aspects of the business and processes of the enterprise online, realize business automation and real-time data transmission, and improve production efficiency and response speed.
The third stage
In the intelligent stage, it is based on digitalization and online, through artificial intelligence, big data and Internet of Things and other technologies to realize the intelligence and automation of various businesses and processes of enterprises, improve decision-making efficiency, reduce costs and risks, and achieve the highest state of digital transformation.
suggestion
The implementation of digital intelligence needs to start from the enterprise strategy and business needs, combine the characteristics of enterprises and industry trends, formulate digital, online and intelligent transformation solutions that meet the actual situation, and pay attention to the cultivation and improvement of organizational and personnel capabilities, realize the organic combination and comprehensive upgrading of digitalization, online and intelligence, and promote enterprises to move towards a new stage of digital and intelligent transformation.
The implementation of digital intelligence can not only help enterprises improve production efficiency and product quality, but also realize the optimization and upgrading of human resource management and customer service, laying a solid foundation for the sustainable development of enterprises, and also promoting the digital transformation and innovation development of the entire society.
