# Robots Work the Drive-Thru: Drive-thru fast-food restaurants are rolling out chatbots to take orders **URL:** \ **Category:** AI Discussions\ **Tags:** ai-discussions, the-batch\ **Created:** [August 11, 2023, 10:23pm UTC](https://community.deeplearning.ai/t/robots-work-the-drive-thru-drive-thru-fast-food-restaurants-are-rolling-out-chatbots-to-take-orders/415195 "2023-08-11T22:23:41Z")\ **Posts on this page:** 1\ **Page:** 1
**Author:** ![natalia.farfan](https://avatars.discourse-cdn.com/v4/letter/n/65b543/32.png) [@natalia.farfan](https://community.deeplearning.ai/u/natalia.farfan)\ **Post date:** [August 11, 2023, 10:23pm UTC](https://community.deeplearning.ai/t/robots-work-the-drive-thru-drive-thru-fast-food-restaurants-are-rolling-out-chatbots-to-take-orders/415195/1 "2023-08-11T22:23:41Z")
![unnamed (25)](https://global.discourse-cdn.com/dlai/original/3X/4/5/45beae9075ecb8e1c6a85e9bbba7430fbf8d1482.jpeg) Chatbots are taking orders for burgers and fries — and making sure you buy a milkshake with them. **What’s new:** Drive-thru fast-food restaurants across the United States are rolling out chatbots to take orders, _The Wall Street Journal_ [reported](https://www.wsj.com/articles/can-ai-replace-humans-we-went-to-the-fast-food-drive-through-to-find-out-193c03e9?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH). Reporter Joanna Stern delivers a hilarious consumer’s-eye view in an accompanying [video](https://www.youtube.com/watch?v=JJxBySZwBAI&utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH). **How it works:** Hardee’s, Carl’s Jr., Checkers and Del Taco use technology from Presto, a startup that specializes in automated order-taking systems. The company [claims](https://presto.com/drive-thru/?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH) 95 percent order completion and $3,000 in savings per month per store. A major selling point: Presto’s bot pushes bigger orders that yield $4,500 per month per store in additional revenue. - Presto uses proprietary natural language understanding and large language model technology. It constrains the bot to stick to the menu if customers make unrelated comments. - Approached by a customer, it reads an introductory script and waits for a reply. Then it converses until it determines that the order is complete (for instance, when the customer says, “That’s it”). Then it passes the order to human employees for fulfillment. - The Presto bot passes the conversation on to a human if it encounters a comment it doesn’t understand. In _The Wall Street Journal_’s reporting, it did this when asked to speak with a human and when subjected to loud background noise. However, when asked if a cheeseburger contains gluten, it erroneously answered, “no.” - Presto optimizes its technology for upsales: It pushes customers to increase their orders by making suggestions (“Would you like to add a drink?”) based on the current order, the customer’s order history, current supplies, time of day, and weather. **Behind the news:** The fast-food industry is embracing AI to help out in the kitchen, too. - In late 2022, Chipotle began [testing](https://www.deeplearning.ai/the-batch/chipotle-tests-ai-for-predicting-customer-demand/?ref=dl-staging-website.ghost.io) AI tools from New York-based [PreciTaste](https://precitaste.com/?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH) that monitor a restaurant location’s customer traffic and ingredient supplies to estimate which and how many menu items employees will need to prepare. - Since 2021, White Castle [has deployed](https://www.deeplearning.ai/the-batch/deep-learning-for-deep-frying/?ref=dl-staging-website.ghost.io) robotic arms from Southern California-based [Miso Robotics](https://misorobotics.com/?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH) to deep-fry foods in [more than 100](https://misorobotics.com/newsroom/white-castle-expands-partnership-with-miso-robotics-to-install-flippy-2-in-100-new-locations/?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH) locations. - In 2021, Yum! Brands, which owns KFC, Pizza Hut, and Taco Bell, [acquired](https://www.qsrmagazine.com/news/yum-brands-completes-935-million-purchase-dragontail-systems?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH) Dragontail Systems, whose software uses AI to coordinate the timing of cooking and delivering orders. **Yes, but:** McDonald’s, the world’s biggest fast-food chain by revenue, uses technology from IBM and startup Apprente, which it [acquired](https://techcrunch.com/2019/09/10/mcdonalds-acquires-apprente/?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH) in 2019. As of early this year, the system [achieved](https://gizmodo.com/mcdonalds-ai-fast-food-big-mac-tiktok-1850112205?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-8Nb-a1BUHkAvW21WlcuyZuAvv0TS4IQoGggo5bTi1WwYUuEFH4RunaPClPpQPx7iBhn-BH) 80 percent accuracy — far below the 95 percent that executives had expected. **Why it matters:** In fast food, chatbots are continuing a trend in food service that began with Automat cafeterias in the early 1900s. Not only are they efficient at taking orders, apparently they’re more disciplined than typical employees when it comes to suggesting ways to enlarge a customer’s order (and, consequently, waist). **We’re thinking:** When humans aren’t around, order-taking robots order chips.