Meituan's Wang Xing: AI Needs Real-World Data to Thrive
Meituan Bets on Real-World Data as AI's Foundation
When Meituan CEO Wang Xing compares AI's impact to "monkeys versus flowers," you know we're not talking incremental change. At Wednesday's management meeting, China's delivery king made clear: artificial intelligence will reshape businesses more profoundly than the internet ever did.

Beyond Digital Assistants
"Having Einstein as your secretary sounds impressive," Wang quipped, "but even genius can't magically find you a restaurant table." His point cuts through Silicon Valley hype - AI needs real-world infrastructure to be useful. For Meituan, that means digitizing everything from dumpling shop inventories to hairdresser appointment books.
The company isn't just philosophizing. Since 2025, Meituan has quietly been building what Wang calls "local life information infrastructure." This Spring Festival saw their first major payoff - "Wen Xiao Tuan," an AI search tool that actually knows which hotpot joints have open seats right now.
From Chatbots to Business Partners
While rivals chase flashy chatbots, Meituan's playing a different game. Their strategy? Turn millions of mom-and-pop shops into data points feeding specialized industry AIs. It's working - during Lunar New Year celebrations, their systems processed over 2 million real-time merchant updates daily.
The implications stretch far beyond food delivery. As Wang sees it, tomorrow's winning AIs won't be generalists spouting poetry; they'll be hyper-specialized tools solving concrete business problems - if they're built on accurate, real-time physical world data.
Key Points:
- AI's impact will dwarf the internet revolution according to Meituan leadership
- Real-world digitization forms the crucial foundation for practical AI applications
- "Wen Xiao Tuan" represents Meituan's first major consumer-facing AI product launch
- Industry-specific AIs with physical world integration emerging as next battleground

