Starbucks Turns Drive-Thrus Into Personalized AI Testbeds for Customers and Baristas

Starbucks is testing a more adaptive drive-thru model, shifting artificial intelligence away from replacing employees and toward recognizing members, reshaping menu choices and improving order capture.

What changes at the drive-thru window

Executives said members arriving by car could be recognized through the account and loyalty infrastructure, with digital menu boards tailored to previous purchases, favorite drinks and stated preferences. Payment could then become simpler.

For example, a regular oat-milk latte drinker might see that option earlier, while someone who buys lower-sugar beverages could get a different set of recommendations. The plan does not promise identical menus for every customer.

Starbucks CEO Brian Niccol framed the concept as customer-service support, not a cashier-free future. Staff still speak with customers; AI mainly assists baristas in recording orders and reducing mistakes caused by accents, complicated customization or noise. Testing of these back-end models is expected to begin in fiscal 2027, but store counts, vendors and full rollout timing have not been disclosed.

Why drive-thrus matter

Management data shows about half of Starbucks customers use Drive-thru, so faster ordering and fewer errors can improve peak-hour throughput and capacity.

The company is already applying AI elsewhere. Smart Queue sorts orders from counters, drive-thrus, mobile apps and delivery platforms to help workers sequence preparation and prevent channel conflict.

Personal ordering moves to the consumer side

In April 2026, Starbucks launched a beta app on the ChatGPT platform. Users can describe mood, sweetness level, time of day or local weather, and even upload clothing or environment photos, and the app suggests drinks. They can adjust the recipe, choose a store, and pay through Starbucks' app or official site.

Paul Riddle, Starbucks digital business leader, said customers do not always begin from a menu; sometimes they start with a feeling, and AI can turn that into a concrete beverage choice.

The larger fiscal 2027 upgrade

Starbucks also plans a broad technology modernization in fiscal 2027: updated scheduling systems, store point-of-sale terminals and mobile apps, plus tighter integration of orders, inventory and workforce management. Delivery ordering is expected to be folded into the Starbucks app starting in the second fiscal quarter, allowing the same rewards earning and redemption flow.

What is not the plan

• Not simply replacing drive-thru staff: the first AI step is described as back-office order support.
• Not a cost-only tool: leadership says the aim is to reduce repetitive tasks so baristas can focus on drinks and customers.
• Not fully automated voice ordering: McDonald's and IBM tested such a system and ended the pilot in 2024; Starbucks is pursuing a human-plus-AI model.

FAQ and reader checklist

Q: When will customers see it?
A: Testing is projected to start in fiscal 2027, and Starbucks has not published a confirmed rollout schedule.

Q: What privacy questions remain?
A: Personalized menus require identity, purchase history, preferences and account data. Consent, data protection, and wrong-customer identification need to be solved.

Quick checklist

1. Check loyalty settings before sharing purchase data.
2. Review permission prompts for menu personalization.
3. Expect drive-thru recommendations to differ by profile.
4. Watch for the app delivery integration in the second fiscal quarter.

For readers, the takeaway is not a sci-fi drive-thru, but a practical experiment in matching familiar accounts, menu presentation and staff workflows.

For Starbucks, the bet is that better order capture and tailored suggestions can support loyalty in a competitive coffee market.