Shandong's industrial chronicle reveals a compelling transformation: the first half was defined by "tonnage" and "capacity," while the second half is now being inscribed with "algorithms" and "models." This shift from a heavy-industry powerhouse to a digital intelligence hub isn't about starting over. Instead, Shandong is leveraging its foundation of 41 major industrial categories as the most fertile testing ground for the digital economy.

Where to begin: Cultivating digital soil from industrial roots

On China's vast industrial map, Shandong stands out as the province with the deepest assets. It covers all 41 major industrial categories, with revenues from the chemical and equipment sectors each hovering around three trillion yuan. Eighteen manufacturing categories rank among the nation's top five by revenue. From a single screw to a massive ocean-going vessel, Shandong's factories can produce virtually every component across the entire supply chain. However, the true value of these assets is being redefined. As the digital economy elevates data to a "new production factor," Shandong's advantage isn't from data that fell from the sky. It comes from decades of industrial experience accumulated bit by bit on the factory floor: equipment parameters, process flows, supply chain relationships, and quality control standards. Each data point is a hard-won "experience value" refined through repeated production cycles. By 2026, Shandong has selected and built industry-specific databases for 35 key sectors, including chemicals, steel, and high-end equipment, achieving full coverage across 31 manufacturing categories. Its "Open Data Forest Index" ranks first nationwide, and 2,239 enterprises have passed Data Management Capability Maturity Model assessments, the highest number in China. This reveals a deep logic: Shandong isn't grafting digital technology onto its industry; it's growing digital genes from within. While others train large models on internet data, Shandong feeds its AI with decades of authentic industrial know-how from its own factories.

Practical application: Building the "Industry Brain" on the production line

Once the digital genes are set, how are they expressed? Shandong's answer is the "Industry Brain." This isn't a simple tech platform; it's a decision-making hub that integrates industry knowledge graphs, industrial data warehouses, and large model capabilities. Since launching the "Industry Brain" initiative in 2023, Shandong has established 130 such brains, and 13 enterprises have been named among the nation's top 100 for digital-real economy integration, ranking first nationally. While other regions still debate the text-generation abilities of large models, Shandong's models are already running on the front lines of workshops and warehouses. In Weihai, Disheng Group has deeply integrated generative AI and computer vision into the entire garment supply chain, breaking down data silos between design, procurement, production, and sales. This has driven over 10 billion yuan in new sales for more than 6,000 upstream and downstream companies, earning it a spot in the Ministry of Industry and Information Technology's typical cases of digital transformation. In Qingdao, the Shaohaihui Smart Home Industrial Park uses an "Industry Brain for Smart Homes" that integrates platform-based design, networked collaboration, intelligent manufacturing, and digital management. This has pushed 66 core member companies through a comprehensive, systematic digital upgrade, enabling the cluster to achieve a green, low-carbon, and high-quality transformation. In Linyi, the Xinminghui Smart Warehouse and Logistics Park has built the first vertical e-commerce platform in the industrial safety sector, integrating over 3,000 global brands and serving more than 350,000 channel users nationwide. Its 10,000-plus smart devices achieve 100% outbound accuracy. Today, Shandong's 122 vertical-specific large models cover all 31 manufacturing categories. Twenty of its projects have been selected as national typical application cases for AI development and cooperation, the highest number in the country. These figures underscore a solid pivot by a traditional industrial province toward smart manufacturing.

Changing lanes to lead: Building future momentum in the new quality wave

This is the key variable in Shandong's "smart" victory: finding a blue ocean for industrial-grade large models outside the red ocean of general-purpose models. This isn't about overtaking on a curve; it's about changing lanes entirely. In 2025, Shandong's core AI industry revenue exceeded 120 billion yuan, accounting for about 10% of the national total, with 1,124 backbone enterprises. The industry has maintained a high growth rate of over 30% annually. The Jinan-Qingdao AI Innovation Application Pilot Zone, which concentrates nearly 70% of the province's AI enterprises, has seen a significant leap in intelligent computing power. From a top-level "panoramic blueprint" to robotic arms on the factory floor, Shandong's path to becoming a tech-strong province is a classic route of converting "technological potential" into "industrial momentum." Its core experience is firmly grasping "technological innovation" as the source of growth and unwaveringly promoting its deep integration with industrial innovation. In 2025, the output value of high-tech industries above designated size accounted for 55.31% of the total. Nineteen signature industrial chains, including AI and electronics, are working in synergy. Seven clusters have been selected as national-level strategic emerging industry clusters, ranking first in the country. Shandong has also cultivated 274 national manufacturing champions and 1,163 specialized "little giant" enterprises that use new and special technologies, all ranking among the national leaders. The "Industry Brain" practice in Shandong reveals a deeper trend: competition in the digital economy is shifting from a "technology contest" to "ecosystem remodeling." The ability to turn industry experience into data assets and truly integrate AI into production processes will determine who holds pricing power in the next round of industrial competition. As AI moves from "concept" to "workshop" and from "general" to "industry-specific," Shandong's quiet, deep-running transformation may be the most instructive sample of Chinese manufacturing's digital leap.