About

TuringEular is a core member enterprise of TUMC, focused on guiding AI-driven transformation for businesses. Its central strategy is built around the "Plato Graph System" known as TheGAP—One-Graph, One-Array, One-Process—which serves as the digital brain of the enterprise. The One-Graph component maps out the enterprise’s product structure, acting as the core driver of its digital intelligence. The One-Array links the Q2 graph from Humboldt University and the Coursera graph, supporting both R&D and marketing talent development. Meanwhile, the One-Process uses the SEMA-ARCH/Aol system to integrate technology development with business models, covering a full innovation lifecycle from macroeconomic trends to product design, pricing, customer feedback, and regulatory compliance. 

TuringEular utilizes modular knowledge units formed through the Plato Graph System to ensure knowledge can be sustainably inherited. These are organized under the 5MX5F framework—Mindset, Math, Model, Method, and Money—to simulate and manage flows of thought, logic, data, work, and capital within the enterprise. This allows for dynamic decision-making processes that reduce innovation risk and drive industrial transformation.

Furthermore, TuringEular supports founders and management teams in publishing eBooks that integrate the Plato system, turning their R&D and supply chain know-how into competitive assets within the TUMC platform. The system also enables a co-constructed enterprise brain network using terminal PKB accounts, serving as a quantifiable HR platform for recruiting and training AI-collaborative talent. Looking ahead, TuringEular plans to integrate generative AI into this system, building a "Metaverse of Digital Twin" to enhance talent training. Finally, through G2G (Graph-to-Graph) integration, core member enterprises form a collaborative AI-driven supply chain brain, fostering efficient industry-academic partnerships and strengthening global competitiveness in the Industry 4.0 era.