McDonald’s Expands ArchIQ Across Restaurants to Accelerate AI-Powered Operations
McDonald’s is expanding ArchIQ, its proprietary generative AI-enabled restaurant operating system, as the fast-food giant moves to bring more automation and technology into restaurant operations.
The expansion is part of McDonald’s broader NEXT strategy, which places technology, restaurant productivity and operational efficiency at the center of the company’s next phase of growth. McDonald’s said ArchIQ will be deployed at scale across the U.S. and its international operated markets.
What Is McDonald’s ArchIQ?
ArchIQ is designed as an AI-enabled operating system that can help McDonald’s restaurants identify operational issues, simplify processes and improve the way restaurants function.
Rather than being limited to customer-facing applications, the system is part of McDonald’s broader effort to connect restaurant technology, data and operational tools.
The company has been building a common technology infrastructure across its restaurant network, with the goal of making it easier to identify problems, test solutions and deploy successful technologies across thousands of locations.
ArchIQ Becomes Part of McDonald’s NEXT Strategy
McDonald’s announced ArchIQ’s wider deployment alongside its NEXT strategy on September 23, 2026.
Under the strategy, the company says its Restaurant NEXT pillar will use GenAI-enabled ArchIQ at scale to help generate approximately 250 basis points of gross restaurant-level efficiency gains as the strategy’s elements are implemented across the U.S. and international operated markets.
The technology push is part of a wider effort to modernize restaurant operations while maintaining a consistent customer experience across McDonald’s large global network.
AI Is Already Changing McDonald’s Restaurants
ArchIQ is not McDonald’s first major investment in AI and restaurant technology.
The company has already introduced technologies designed to improve order accuracy, kitchen operations and restaurant reliability. Its Accuracy Scales, for example, compare the target weight of outgoing orders with the actual weight and alert restaurant crews when something may be missing. McDonald’s said these systems have been deployed across thousands of restaurants and multiple markets.
The company has also been expanding its Edge computing platform, developed with Google, which brings cloud capabilities directly into restaurants and supports AI and Internet of Things applications.
Drive-Thru Automation Remains a Major Focus
McDonald’s has long viewed the drive-thru as a major opportunity for technology-driven efficiency.
The company operates one of the world’s largest drive-thru networks, with more than 27,000 drive-thru locations globally according to its previous disclosures. In the U.S., more than 95% of restaurants have a drive-thru.
AI-powered ordering and automation can potentially reduce the amount of manual work involved in taking orders and help restaurants process customers more efficiently.
However, McDonald’s current public description of ArchIQ focuses more broadly on restaurant-level efficiency and operations. The company has not publicly described ArchIQ as completely eliminating human involvement across every drive-thru or backend task.
McDonald’s Is Building a Common Technology Platform
The ArchIQ rollout is part of a larger technology transformation that McDonald’s has been developing for several years.
The company’s digital strategy includes common technology platforms, a shared enterprise data foundation and restaurant operating capabilities that can be deployed across its global network.
McDonald’s said its NEXT strategy is designed to use these common platforms across more than 46,000 restaurants, allowing the company to identify opportunities faster, test them and deploy successful solutions more efficiently.
AI Could Improve Restaurant-Level Efficiency
McDonald’s expects its technology investments to translate into measurable operational improvements.
The company has estimated that its broader NEXT strategy could produce approximately 250 basis points of gross restaurant-level efficiency gains. These improvements are expected to come from a combination of technology, operational simplification, restaurant modernization and other components of the strategy, rather than ArchIQ alone.
This distinction is important because ArchIQ represents one part of a much larger transformation involving restaurant design, technology infrastructure, employee tools and customer-facing systems.
The Human Role Is Still Part of the Strategy
While McDonald’s is increasing automation, the company has also emphasized the role of employees in its NEXT strategy.
Its People NEXT pillar is intended to equip employees to provide what McDonald’s describes as a better and more consistent hospitality experience.
That means the company’s technology strategy is not solely focused on replacing restaurant employees. Instead, McDonald’s is positioning AI and automation as tools that can simplify restaurant operations while allowing employees to focus on customer service and other tasks.
McDonald’s Digital Transformation Continues
McDonald’s has been investing in digital and AI infrastructure for several years through its broader Digitizing the Arches strategy.
In 2025, the company said its Edge platform was already operating in hundreds of U.S. restaurants, while AI-powered Accuracy Scales had expanded to thousands of restaurants across multiple markets.
The company has also worked with Google Cloud to bring cloud computing and generative AI capabilities into restaurant operations. Earlier plans included a common software platform supporting digital customer and restaurant systems such as the mobile app, loyalty services and in-store kiosks.
What ArchIQ Means for the Future of Fast Food
The expansion of ArchIQ illustrates how major restaurant chains are increasingly treating AI as part of their core operating infrastructure.
For McDonald’s, the goal is to use data, automation and AI to improve consistency, reduce operational complexity and increase restaurant productivity across a massive network.
As the rollout progresses, the effectiveness of ArchIQ will depend on how well the technology integrates with existing restaurant systems and how employees and franchisees use the tools in everyday operations.
McDonald’s has made AI-powered restaurant operations a significant component of its NEXT strategy, signaling that automation and digital infrastructure will remain central to its approach to restaurant productivity.
Frequently Asked Questions
1. What is McDonald’s ArchIQ?
ArchIQ is McDonald’s proprietary GenAI-enabled restaurant operating system designed to support restaurant operations, automation and efficiency.
2. Is McDonald’s expanding ArchIQ?
Yes. McDonald’s said it is deploying GenAI-enabled ArchIQ at scale across the U.S. and international operated markets as part of its NEXT strategy.
3. Is ArchIQ designed for drive-thru ordering?
McDonald’s has a broader drive-thru automation strategy, but its latest public description of ArchIQ focuses on restaurant-level operations and efficiency rather than stating that it will completely automate every drive-thru order.
4. What is McDonald’s NEXT strategy?
NEXT is McDonald’s growth and productivity strategy built around menu, consumer, restaurant and people initiatives, including expanded use of technology and GenAI.
5. How much efficiency does McDonald’s expect from its NEXT strategy?
McDonald’s expects approximately 250 basis points of gross restaurant-level efficiency gains as the NEXT strategy is deployed.
6. Does McDonald’s already use AI in restaurants?
Yes. McDonald’s has deployed technologies including AI-powered Accuracy Scales and its Edge computing platform to support restaurant operations.
7. What are McDonald’s Accuracy Scales?
Accuracy Scales compare the expected weight of an outgoing order with its actual weight and alert restaurant crews when an item may be missing.
8. How many McDonald’s restaurants are part of its global network?
McDonald’s reported 45,356 restaurants worldwide at the end of 2025 and has said its technology platforms are being designed to operate across a network of more than 46,000 restaurants.
9. Will AI completely replace McDonald’s restaurant workers?
McDonald’s public strategy does not indicate that ArchIQ is intended to eliminate restaurant employees. Its NEXT strategy also includes employee-focused initiatives aimed at improving hospitality and customer experiences.
10. Why is McDonald’s investing heavily in AI?
McDonald’s is using AI and digital technology as part of its effort to improve restaurant productivity, simplify operations, modernize restaurants and create more consistent customer experiences across its large restaurant network.
