McDonald’s is testing a new AI powered drive thru system developed with Google as the fast food giant looks to improve ordering accuracy, restaurant operations, and customer service.
Quick Summary – TLDR:
- McDonald’s is testing a new AI platform called ArchIQ, also known as Archy, at five US restaurants.
- The system can take drive thru orders, support managers, and monitor restaurant operations.
- McDonald’s says the technology is part of its broader growth strategy after ending a previous AI partnership with IBM in 2024.
- The move comes as major chains including Wendy’s, Taco Bell, and White Castle continue investing in AI ordering technology.
What Happened?
McDonald’s has launched a limited test of a new AI driven drive thru ordering system called ArchIQ, developed in partnership with Google. The technology is currently being tested at five locations in the United States and is designed to handle customer orders while also helping restaurant managers monitor operations.
The pilot marks McDonald’s return to AI ordering after the company ended its previous IBM backed experiment following well publicized order accuracy issues.
Meet Archy IQ – no, we are not new to AOT. In fact, we have been in this AI field for about 8 years. We sold our in-house model to IBM and moved on as it wasn’t good enough for our needs.
— McFranchisee (@McFranchisee) June 3, 2026
As mentioned below, I wanted to hire Google (who uses NVIDIA) to service our AOT 3 years… https://t.co/JR8QHQNyKJ pic.twitter.com/e0syxiQwre
McDonald’s Makes Another Push Into AI Ordering
The new system, nicknamed Archy, was introduced during McDonald’s Worldwide convention and represents one of the company’s biggest recent investments in artificial intelligence.
According to information shared by franchise owner account McFranchisee, the platform has already processed more than one million transactions, with around 90 percent of orders completed without requiring staff intervention. The system can take orders in both English and Spanish, process order modifications, calculate totals, and direct customers to the pickup window.
McDonald’s CEO Chris Kempczinski recently told Bloomberg that the company’s AI ordering technology is now approximately 90 percent accurate, suggesting significant improvements compared to earlier systems.
The company has not publicly shared detailed technical information about how ArchIQ works. However, franchise operators say US restaurants are receiving Google Edge Cloud infrastructure as preparations continue for broader deployment.
More Than Just a Drive Thru Assistant
Unlike traditional voice ordering systems, ArchIQ is being positioned as a broader restaurant management platform.
According to franchise operators, the system can monitor restaurant conditions and alert managers when issues arise. Examples include identifying freezer failures, detecting kitchen bottlenecks, and highlighting operational problems that could impact service.
One franchisee described Archy as a tool that can help managers run restaurants more efficiently by acting as a central intelligence platform for day to day operations.
The system may also recognize returning customers who request their usual order, although McDonald’s has not explained how that feature functions.
Lessons From the Failed IBM Pilot
McDonald’s previous AI ordering effort ended in 2024 after widespread criticism over ordering mistakes.
The IBM-powered pilot expanded to more than 100 restaurants but became the subject of viral videos showing customers receiving incorrect orders. One widely discussed example reportedly involved the system adding more than $250 worth of chicken nuggets to an order.
Following the cancellation of that project, McDonald’s said it remained committed to exploring voice ordering technology. The launch of ArchIQ signals that the company believes recent advances in artificial intelligence have improved the technology enough to justify another attempt.
AI Adoption Is Growing Across Fast Food
McDonald’s is not alone in embracing AI.
Several major restaurant chains have introduced similar technologies in recent years. Wendy’s has expanded its FreshAI platform through a partnership with Google, while Taco Bell continues to broaden its AI ordering initiatives. White Castle, Burger King, Bojangles, Dairy Queen, Popeyes, Checkers, and Rally’s have also tested AI-powered ordering systems.
The broader industry sees AI as a potential way to improve speed, reduce mistakes, and create a more consistent customer experience.
Still, not every customer is convinced. Reactions to demonstrations of ArchIQ have been mixed, with some consumers expressing concerns about losing human interaction and others questioning whether AI can reliably handle complex orders.
What It Means for Workers and Customers?
The increasing use of AI has also sparked debate about its impact on restaurant jobs.
Restaurant companies generally argue that automation is intended to support employees rather than replace them. Franchise operators say AI can reduce the burden of taking orders in noisy drive thru lanes, allowing staff to focus more on customer service and hospitality.
Kempczinski has emphasized that as more parts of the customer journey become automated, the quality of human interactions becomes even more important.
For now, ArchIQ remains in limited testing, and McDonald’s has not announced when or if the technology will expand nationwide.
SQ Magazine Takeaway
I think this is one of the most important AI experiments happening in the restaurant industry right now. McDonald’s already learned a painful lesson from its failed IBM pilot, so the company would not be returning to AI ordering unless it believed the technology had improved significantly. The real story is not just about taking drive thru orders. It is about turning restaurants into smarter, data driven operations. If ArchIQ can actually improve accuracy while helping employees deliver better service, it could become a model that many other fast food chains follow.
