Core Viewpoint - The article discusses the emergence of a "pragmatic AI revolution" within enterprise applications, emphasizing the importance of accuracy and usability in AI tools, particularly through the use of WPS multi-dimensional spreadsheets as a lightweight application for business processes [3][5][14]. Group 1: AI Integration in Business - The value of AI in enterprises lies not in creativity but in its accuracy and ability to integrate seamlessly into business processes, with spreadsheets serving as a critical testing ground for AI applications [3][4][6]. - WPS multi-dimensional spreadsheets aim to enhance productivity by transforming traditional spreadsheets into a "data engine" that can be integrated with various systems, addressing the overlooked "capillary" needs of businesses [4][16]. Group 2: Technical Framework - WPS has developed a rigorous three-stage technical framework to ensure AI's accuracy in data understanding and computation, which includes: 1. A self-developed "table structure recognition" model to preprocess complex tables into structured data [7][8]. 2. Planning and computation that utilizes WPS's extensive experience in spreadsheet functions to break down user commands into precise calculations [9]. 3. A cross-validation model that verifies results through multiple pathways to minimize AI errors [10][11]. Group 3: Practical Applications and Benefits - The WPS multi-dimensional spreadsheet has achieved over 92% accuracy in analyzing structured data, showcasing its effectiveness in real-world applications [11]. - The tool is designed to empower users by providing AI suggestions without taking control, allowing users to maintain authority over data integration [13][14]. - The implementation of WPS multi-dimensional spreadsheets has led to significant efficiency improvements across various sectors, with reported enhancements in decision-making speed and IT cost savings [19][20]. Group 4: Scalability and Accessibility - WPS multi-dimensional spreadsheets offer a scalable solution for businesses, providing a range of templates and automation features that cater to different technical capabilities, from no-code to low-code solutions [21][22]. - The platform allows for extensive customization through plugins and APIs, enabling businesses to integrate WPS capabilities into their existing systems seamlessly [23][24]. Group 5: Conclusion and Future Outlook - The article concludes that the true value of enterprise AI is defined by business outcomes rather than technical specifications, with WPS multi-dimensional spreadsheets positioned as essential tools for enhancing organizational efficiency [27][28].