Meituan's Wang Xing: AI Needs Real-World Data to Thrive
Meituan Bets Big on Real-World AI Applications

At Meituan's 2026 management conference, CEO Wang Xing delivered a compelling vision for artificial intelligence that goes beyond typical tech hype. "AI isn't just another technological wave," Wang explained. "It's reshaping how businesses operate at their core - from productivity to organizational structures."
The food delivery giant sees digitalizing physical world information as the missing link in current AI development. Wang offered a telling analogy: "Having Einstein as your secretary sounds impressive, but it doesn't help if you can't find out which restaurants have available tables tonight."
From Theory to Takeout
Since 2025, Meituan has aggressively invested in building what it calls "local life information infrastructure." This groundwork recently bore fruit with the launch of "Wen Xiao Tuan," an AI-powered search tool designed specifically for China's service economy.
The timing couldn't be better. During this year's Spring Festival travel rush, the platform demonstrated its ability to handle real-world queries about restaurant availability, local services, and travel logistics - exactly the kind of practical applications consumers need.
The Next Frontier: Industry-Specific AI
Industry observers note Meituan's moves signal a broader shift in tech competition. The battle is moving beyond general-purpose chatbots toward specialized AI agents that understand specific industries deeply.
"What sets leaders apart won't be who has the biggest model," Wang suggested, "but who can best connect digital intelligence with physical world operations." This philosophy explains why Meituan prioritizes digitizing merchant information, inventory data, and service availability across China.
As companies race to implement AI solutions, Meituan's approach offers a case study in balancing technological ambition with practical business needs. Their focus on tangible applications rather than theoretical capabilities could give them an edge in China's increasingly competitive tech landscape.
Key Points:
- Digitalizing real-world services creates essential infrastructure for practical AI applications
- New "Wen Xiao Tuan" search tool marks shift from experimental to operational AI uses
- Industry-specific knowledge becoming more valuable than general artificial intelligence
- Physical-digital integration emerging as critical competitive advantage
