Palona AI raises $20M to put AI agents inside restaurants
Palona AI just closed a $20 million Series A led by Ardenwood Ventures, with participation from CrimsonOx, UpHonest, Turbo, Llama Ventures, Neo, Fusion Fund, Defy, and Maynard Webb. The round included converted SAFEs from its earlier $10 million seed, which the company raised when it came out of stealth in January 2025.
What It Actually Does
Palona is officially incorporated as Proactive AI Lab Inc. Its pitch when it launched was reliable customer service chatbots that don’t hallucinate. The real product is something bigger: a multimodal agentic operating layer for physical businesses.
The core system follows a capture, understand, act, learn loop. Palona’s proprietary and patented Interaction Model for Physical AI combines vision AI and object detection to track how people, places, objects, and processes interact over time. The system uses that spatial, temporal, and semantic context to decide whether an action is needed and which workflow should fire.
Restaurants First
Palona is targeting restaurants as its initial market with three product categories: Revenue Expansion, Revenue Intelligence, and Operations Intelligence. Each comes with specialized autonomous AI agents.
- Ordering agent: Picks up missed phone calls and routes orders directly to the restaurant’s point-of-sale system.
- Catering agent: Handles catering inquiries that would otherwise fall through the cracks.
- Operations Intelligence: Connects to existing security cameras to monitor food safety and cleanliness in real time, alerting the manager when something goes wrong, such as a customer not being served or a dropped plate.
The Cali BBQ Numbers
Palona is already live at the Cali BBQ restaurant chain. The company claims the deployment drove more than 20% year-over-year revenue growth on Father’s Day. According to Cali BBQ CEO Shawn Walchef, the platform has become the restaurant’s most valuable sales channel for capturing catering orders.
“Before Palona, calls we couldn’t answer represented demand we couldn’t capture. Now we’re converting more of those conversations into orders and identifying catering opportunities we previously had no dedicated process to manage.” — Shawn Walchef, CEO, Cali BBQ
The Operator Takeaway
Restaurants are the proof of concept, but Palona’s CEO Maria Zhang says the technology applies anywhere frontline teams interact with customers daily, including hotels, shopping malls, and entertainment venues. For operators in those spaces, watch this one. The combination of vision AI, real-time alerting, and phone-call capture is a plausible moat if the deployment numbers hold up at scale.
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