Shandong's industrial chronicle tells a story of transformation. The first half was written in "tonnage" and "capacity," while the second half is being inscribed with "algorithms" and "models." The province's shift from a heavy-industry powerhouse to a digital-intelligence hub did not involve tearing everything down. Instead, it leveraged its complete set of 41 major industrial categories as a fertile testing ground for the digital economy.

A Deep Foundation: Cultivating Digital Soil from Industrial Heritage

On China's vast industrial map, Shandong holds the richest endowment. It is the only province with all 41 major industrial categories. Its chemical and equipment sectors each generate revenues of around three trillion yuan, and 18 manufacturing categories rank among the top five nationally in revenue. From a single screw to an ocean-going vessel, Shandong's factories can produce virtually every component of a supply chain. Yet, the true value of this industrial base is being redefined. As the digital economy elevates data to a new production factor, Shandong's advantage does not come from data that fell from the sky, but from decades of accumulated industrial experience—equipment parameters, process flows, supply chain relationships, and quality control standards. Each data point represents know-how honed on the factory floor over many years. By 2026, Shandong had selected and built industry-specific corpora for 35 key sectors, including chemicals, steel, and high-end equipment, achieving full coverage for 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 deeper logic: Shandong is not "grafting" digital technology onto its industries but rather "growing" a digital gene within them. While others train AI models on internet data, Shandong feeds its AI with the authentic, real-world industrial wisdom that has been refined in its factories for decades.

Practical Application: Building the "Industry Brain" on the Production Frontline

With the genetic foundation in place, how is it expressed? Shandong's answer is the "Industry Brain." This is not merely a technical platform but 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 built 130 such brains, and 13 companies have been selected among the national top 100 for digital-real economy integration, the highest number in the country. This has significantly boosted the digital economy. While other regions are still discussing the text generation abilities of large models, Shandong's models are already operating on the production lines, in warehouses, and on the frontlines of manufacturing. 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 new sales of over one billion yuan for more than 6,000 upstream and downstream enterprises in the industry chain, earning the company a spot on the Ministry of Industry and Information Technology's list of typical digital transformation cases. In Qingdao, the Haier Smart Home industrial park relies on its "Smart Home Industry Brain," which integrates platform-based design, network-based collaboration, intelligent manufacturing, and digital management. This brain has driven 66 core member enterprises in the park to undergo comprehensive, systematic digital transformation, pushing the entire cluster toward a green, low-carbon, and high-quality upgrade. In Linyi, the Xinminghui Smart Warehouse and Logistics Park has built the first vertical e-commerce platform in the industrial safety products sector, integrating over 3,000 global brands and serving more than 350,000 channel users across China. With over 10,000 smart devices, it has achieved 100% outbound accuracy. Today, Shandong's 122 specialized vertical large models cover all 31 major manufacturing categories. Twenty projects in the province have been selected as national typical application cases for AI development and cooperation, ranking first in the country. These numbers represent the solid transition of a traditional industrial province toward intelligent manufacturing.

Pioneering a New Path: Accumulating Future Momentum in the Wave of New Productive Forces

This is the key variable for Shandong's success in the age of intelligence. It has found a blue ocean in industrial-grade large models, moving beyond the red ocean of general-purpose models. This is not a case of catching up on a curve but of choosing an entirely new path. In 2025, the core business revenue of Shandong's AI industry surpassed 120 billion yuan, accounting for about 10% of the national total. The province has 1,124 key AI companies, with the industry's scale maintaining an average annual growth rate of over 30%. The Jinan-Qingdao AI Innovation Application Pilot Zone concentrates nearly 70% of the province's AI companies and has seen a significant leap in intelligent computing power. From a comprehensive top-level blueprint to the robotic arms on the factory floor, Shandong's path to becoming a strong technological province is a classic example of converting "technological potential" into "industrial kinetic energy." Its core lesson is consistently anchoring on "technological innovation" as the primary driver and steadfastly promoting its deep integration with industrial innovation. In 2025, the output value of high-tech industries above the designated size accounted for 55.31% of the total industrial output value. Nineteen signature industrial chains, including AI and electronics, are working in synergy. Seven clusters have been selected as national-level strategic emerging industry clusters, the highest number in the country. Shandong has also cultivated 274 national manufacturing single-champion enterprises and 1,163 specialized and new "Little Giant" enterprises, both among the top in China. The practice of the "Industry Brain" in Shandong reveals a deeper trend: competition in the digital economy is shifting from a "technology contest" to an "ecological reshaping." Whoever can turn industry experience into data assets and enable AI to truly integrate into production processes will gain pricing power in the next round of industrial competition. As AI moves from concept to the factory floor, and from general-purpose to industry-specific, Shandong's quietly profound transformation may be the most instructive sample of Chinese manufacturing's digital and intelligent leap.