Taco Bell is reassessing how and when to use voice AI for drive-through ordering after uneven results across restaurants and customers. The company’s chief digital and technology officer, Dane Matthews, described an “active conversation” inside the brand about the right deployment strategy and where humans should stay in the loop.
Mixed outcomes shape a cautious rollout
The fast-food chain has introduced voice AI ordering at more than 500 drive-throughs, a scale that surfaced a range of real-world behaviors and outcomes. According to Yahoo Finance, the rollout has produced viral moments, including a customer attempting to order 18,000 water cups to get routed to a human server. Matthews acknowledged his own varied experiences with the technology, saying, “Sometimes it lets me down, but sometimes it really surprises me.”
Those results are informing a more nuanced approach rather than a blanket expansion. Instead of relying on AI across all locations and times, Taco Bell is evaluating where it can best assist teams and when it may be better for a person to take the order directly.
Guidance for franchisees and on-the-fly handoffs
When to use AI—and when to intervene
Matthews said the company plans to provide coaching so restaurants can decide the right moments for voice AI, with flexibility for franchisees to choose their own path. He suggested that at busy locations with long lines, a human might be the better option for faster, smoother service. “For our teams, we’ll help coach them: at your restaurant, at these times, we recommend you use voice AI or recommend that you actually really monitor voice AI and jump in as necessary,” he said.
That stance reflects a broader effort to match the technology to specific conditions rather than mandating universal adoption. The company is continuing to weigh how broadly to deploy AI at the drive-through while preserving the ability for staff to monitor and take over orders as needed.
The recalibration underscores a practical, operational focus on where AI adds value and where human judgment remains important. According to Yahoo Finance, Taco Bell’s leadership is still determining the best balance, giving franchisees leeway to adapt to their traffic patterns and customer expectations.
