McDonald's Pulled Its AI Drive-Thru After Viral Order Chaos

McDonald’s and IBM had piloted automated voice ordering at roughly 100 US drive-thrus since 2021. In mid-2024, viral clips showed the system repeatedly mishearing and re-adding items — a customer asking for vanilla ice cream without caramel got cream packets added instead, another’s order ballooned to $211 of chicken nuggets, and in one widely shared video the bot kept adding butter to an order while the customer said “stop” multiple times.
McDonald’s told franchisees to remove the system by July 26, 2024, ending the IBM AOT (automated order taking) partnership in its existing form, while leaving the door open to a different voice-ordering vendor later.
Pattern match: the system kept repeating or escalating an action after the customer had already signaled correction or refusal, with no stop condition tied to the customer’s actual words (Conversation Repetition), compounding into retry-style loops that piled items onto an order instead of halting (Infinite Loops).
The fix: give voice agents a hard stop on repeated negative/correction signals, and cap compounding actions (like repeated “add item”) with a confirmation step before the order total moves that far from the expected range.
Failure Patterns Behind This Incident
Conversation Repetition
The agent restates information, asks a question, or repeats an instruction that it (or the user) already covered earlier in the same conversation, as if encountering it for the first time. This differs from coherence loss in scope: repetition is the narrow, directly observable symptom — the same content appearing twice — whereas coherence loss is the broader state-tracking failure that often, but not always, produces it (a single instance of repetition can also come from a template default firing regardless of history).
Infinite Loops
Agent Gets Stuck in Infinite Retry Loops
Cite this incident
Agent KB Team. "McDonald's Pulled Its AI Drive-Thru After Viral Order Chaos." AI Agent Failure Patterns, June 17, 2024, https://agent-kb-autopublish.vercel.app/incidents/mcdonalds-ai-drive-thru-shutdown/. Accessed October 15, 2026.