Fast food chains spent four years betting that AI chatbots could replace the person at the drive-thru window. The bet isn’t paying off the way they hoped. According to The Verge AI, customer pushback, technical stumbles, and one very public SEC charge are forcing chains to rethink where AI actually belongs in the restaurant.
The rollout started in 2021, when McDonald’s plugged voice ordering into 10 Chicago locations after buying a startup called Apprente. The Verge AI reports that Checkers, Rally’s, Wendy’s, Taco Bell, Panera, White Castle, Carl’s Jr., Hardee’s, Panda Express, and Popeyes all followed. Wendy’s claimed its Google-built “FreshAI” got orders right 86 percent of the time without human help. Taco Bell pitched it as a way to cut wait times and lighten the load on staff.
Then reality hit.
Customers aren’t buying it
A January 2025 YouGov survey cited by The Verge AI found 55 percent of Americans want a human taking their order. Only 4 percent prefer the chatbot. That’s not a soft signal. That’s a market telling the industry the product isn’t ready.
McDonald’s killed its IBM partnership in 2024. Taco Bell is openly reevaluating after customers trolled the system by ordering 18,000 water cups and posting the chaos to social media. Some are bypassing the bot by switching languages or placing absurd orders just to summon a human.
The credibility problem runs deeper. The SEC charged Presto, the company powering AI drive-thrus at Checkers, Rally’s, Carl’s Jr., Hardee’s, and Dairy Queen, with misleading customers about what the tech could actually do. An SEC filing revealed human workers in the Philippines were stepping in for most orders. The “AI” was partly a call center.
Where the technology is quietly winning
Here’s what stands out: even as the customer-facing chatbot stumbles, AI is spreading throughout the restaurant in ways nobody notices.
- Burger King’s “Patty” lives in employee headsets, coaching workers on recipes and tracking whether they say “please” and “thank you.”
- McDonald’s uses AI-powered scales to flag missing fries before the bag leaves the counter, plus predictive maintenance on the famously broken ice cream machines.
- Taco Bell is testing dynamic menu boards that change layout and visuals car by car, likely based on who’s pulling up.
- Culver’s and Zaxbys use Berry AI camera timers that the vendor says cut drive-thru service time 20 to 40 percent.
The pattern is clear. AI works when it’s invisible infrastructure. It struggles when it has to perform in front of a hungry customer at 12:47 PM.
What this means for AI deployment everywhere
The drive-thru saga is a case study other industries should study closely. The lesson isn’t that AI doesn’t work. The lesson is that customer-facing voice AI was deployed before the accuracy bar was high enough, and the brand damage compounds fast when it fails publicly.
Three takeaways for anyone shipping AI into a real product:
- Back-office wins beat front-office gambles. Predictive maintenance, inventory tracking, and employee assistance are paying off. Customer-facing chatbots are getting trolled on TikTok.
- Honesty about capability matters. Presto’s SEC case shows what happens when marketing outruns the model. Regulators are paying attention.
- The “replace humans” framing was wrong. The chains winning right now are using AI to make existing workers faster and more accurate, not to delete them from the equation.
McDonald’s is giving drive-thru AI a second chance, per The Wall Street Journal reporting cited by The Verge AI. The chains aren’t giving up. They’re just learning that perfecting the tech behind the scenes might earn them the right to put it back at the window. Full breakdown at the original source.