Introduction

Maria Zhang spent years building AI systems at some of the world's most influential tech companies. From Tinder to Meta, she witnessed how artificial intelligence could transform user experience at massive scale. Today, she's redirecting that expertise toward an unexpected frontier: the restaurant industry.

What Happened

Zhang's journey began at Instagram, where she helped the platform respond to TikTok's rapid rise. When short-form video shifted user attention, Instagram leaned on AI to understand interests, surface trending content, and keep audiences engaged. The effort required constant iteration and tough decisions, but it proved AI's power to shape competition. Now, Zhang is bringing that same strategic AI mindset to restaurants, where owners juggle diner demands, phone calls, and catering requests while trying to deliver great food.

Why This Matters

Restaurants operate on thin margins and high pressure. Employees often split time between guests and phones, taking orders, and managing logistics. Zhang saw this firsthand when Palona AI handled incoming calls at a California barbecue spot. In a single day, 350 calls came in, takeout orders doubled, and the business posted 18% year-over-year growth. AI took over repetitive tasks like answering questions about hours, menus, and availability, letting staff focus on the people in the room.

Key Takeaways

  • AI can handle high call volumes without distracting from in-person service.
  • Catering inquiries, often complex and time-consuming, can be automated to unlock new revenue.
  • Restaurants that offload repetitive work see measurable gains in top-line growth.
  • The playbook that beat TikTok competition, strategic AI deployment, applies directly to everyday business challenges.

Conclusion

Maria Zhang's transition from social media giants to restaurant tech illustrates a broader truth: powerful AI tools gain value when applied to real-world pain points. By automating routine interactions and surfacing opportunities like catering, restaurants can reclaim time, boost revenue, and focus on what only humans can deliver. As AI adoption accelerates, the businesses that thrive will be those that use technology to amplify, not replace, human hospitality.