one year on
Taco Bell reconsiders its drive-through voice AI after viral order failures
A rare public step-back: as clips of the drive-through AI misfiring rack up millions of views, Taco Bell's technology chief concedes mixed results and says human staff will keep taking orders at the busiest locations.
Taco Bell is reconsidering its voice-AI drive-through rollout after viral clips of the system misfiring rack up millions of views. In one widely shared video, a customer tricks the AI into processing an order for 18,000 water cups. In another, the system repeatedly asks a frustrated driver to add more drinks to his order.
The chain has deployed the technology at more than 500 US locations since 2023, aiming to reduce mistakes and speed up service. But Chief Digital and Technology Officer Dane Mathews tells The Wall Street Journal that the results have been mixed. ‘Sometimes it lets me down, but sometimes it really surprises me,’ he says. Mathews says Taco Bell will now keep humans in the loop, especially during busy hours, and will not necessarily use AI at every drive-through.
Taco Bell says two million orders have been successfully processed using the voice AI since its introduction.
The record
Taco Bell's chief digital and technology officer tells the Wall Street Journal the results have been mixed and the company is still learning; says it will be more selective about voice AI, leaning on human staff to take orders at busy, high-volume locations rather than automating every drive-through.
One year later — open only if you can handle spoilers
The rethink proved to be recalibration, not retreat. Rather than pull back, Taco Bell kept expanding its Omilia-powered voice AI — reaching more than 890 US drive-thrus across 38 states by July 2026, nearly double the footprint at the time of this story — and reported drive-thru times on par with or faster than human order-taking, plus better worker retention where it ran. Parent Yum Brands went further, unveiling a 2026 partnership with Nvidia to accelerate its proprietary "Byte by Yum" platform. The 18,000-waters clip endured as a favorite example of consumer AI going sideways, but it never slowed the rollout.
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