Enterprise AI Case Studies
By Liu Hongli · 24 articles in this column · Continuously updated
How real enterprises put AI to work across production, supply chain, marketing, and operations
24 Glamour and Sobriety: Spring Festival Gala Robots Must Move from "Performance" to "Productivity"2026-02-17
23 Crayfish Brings Tech Equality: Yet the Real Challenge of Enterprise AI Isn't Technology or Budget 2026-02-11
22 From Cost-Cutting to Value-Adding: How TinetCloud Rebuilt the Home-Appliance After-Sales Value Chain with AI 2025-11-10
21 Inspur Haiyue: Making AI a Productivity Tool for Shandong Haihua's Salt-Chemical Operations 2025-10-20
20 CMB Think Tank's "AI Xiaoyan": A Lightweight Field Manual for Financial AI 2025-10-16
19 Lenovo Baiying Agent: From Basic Service to Growth Enablement, Rebuilding SME Productivity with AI 2025-10-11
18 China Mobile: How Telecom DNA Uses AI to Untangle Traffic Congestion — Jiutian Chuanliu 2025-09-29
17 China Mobile: A Sports-Education Model — How AI Powers Smart Sports 2025-09-29
16 State Grid: Fit Over Flash — the Secret Behind Wuhan's "Unmanned Vehicle-Drone" Inspection System 2025-09-18
15 SANY: From Reactive Repair to Proactive Maintenance — AI Teaches Machines to "Speak"2025-09-13
14 COFCO Equipment: The AI Flour Mill Isn't AI Bolted onto Machines — It's AI Solving Business Pain Points 2025-09-11
13 Beijing Mobile: AI Agent Xiaobei's Non-Consensus Practice — Put the Right Resources on the Right Job 2025-09-10
12 Qingzhui Logistics: L4 Autonomous Trucking on Trunk Lines — Commercial Proof from "Nice Data" to "Real Money"2025-09-09
11 SF Express: FengYu AI Is Not Just Tech Innovation but a Precise Answer to Logistics Pain Points 2025-09-08
10 Changhong TV: The Yunfan AI Gateway Revolution — From Household Staple to Smart Hub 2025-09-07
9 Meiling Refrigerators: "AI Fresh-Freeze" — User Tasks Driving Technology Evolution, Product Innovation Across Tech Cycles 2025-09-06
8 Mixue: Using the "Snow King" AI Brain to Fortify the Moat of Its Low-Price Strategy 2025-09-04
7 Huangshan Tourism: Amid Traffic Anxiety, Using AI Agents to Find Certainty in Keeping Visitors 2025-09-04
6 Haidilao: Using AI Store Inspections to Protect Its Legendary Service 2025-09-03
5 Kidswant's KidsGPT: Building Differentiated Advantage with AI to Grow Against the Tide 2025-09-03
4 Haier's AI Quality Inspection: Rebuilding the Production Chain with AI for a New Level of Human-Machine Collaboration 2025-09-02
3 Uniqlo's AI Supply Chain: From Guessing Trends to Computing Them — Cracking Fast Fashion's Inventory Trap 2025-09-02
2 Lianjia's AI Marketing: Using AI to Rebuild the Efficiency of Trust in Real-Estate Services 2025-09-02
1 Yum China's Q-Smart Agent: Rebuilding Restaurant Operations with "Efficiency and Warmth"2025-09-02
