Meituan Bets Big on Real-World Data as AI Foundation

When Meituan CEO Wang Xing compares AI's potential to the evolutionary leap "between monkeys and flowers," you know we're not talking incremental change. At Wednesday's management conference, China's local services giant made clear its vision: the future belongs to companies that can bridge digital intelligence with physical-world realities.

Beyond Brainpower: Why Data Infrastructure Matters

Wang dismissed simplistic notions of AI as mere intellectual augmentation. "Even Einstein as your secretary couldn't tell you which restaurants have open tables tonight," he observed wryly. The real breakthrough comes from what Meituan calls "digitalization of the physical world" - transforming real-time information like store inventories, traffic patterns, and service availability into machine-readable formats.

This philosophy drives concrete investments. Since 2025, Meituan has aggressively expanded its local life data infrastructure while developing proprietary large language models. The payoff emerged during Lunar New Year with "Wen Xiao Tuan" (roughly translating to "Ask Little Squad"), an AI search product tapping into nationwide merchant data.

From Theoretical Smarts to Practical Solutions

The launch signals Meituan's transition from AI experimentation to deployment. While tech rivals chase ever-larger general-purpose models, Wang appears focused on specialized tools grounded in real business contexts. His example hit home: no amount of computational brilliance solves a hungry customer's immediate need for dining options.

Industry watchers see this as part of a broader shift. "The next phase isn't about who builds the smartest chatbot," notes tech analyst Li Wei. "It's about which platforms can actually change how millions of businesses operate daily."

Key Points:

• Physical World Digitization: Meituan positions real-world data collection as critical infrastructure for meaningful AI applications
• Specialized Over General: New product "Wen Xiao Tuan" reflects focus on industry-specific solutions rather than generic intelligence
• Business Process Impact: Company sees greatest potential in AI tools that directly enhance operational efficiency for merchants
• Industry Shift: Move mirrors broader trend of large model competition evolving toward vertical market specialization