Applying Data Analytics and AI to Enhance Drive-Thru Performance

Drive-thrus have been a staple of the quick serve restaurant (QSR) industry and have been increasing in popularity over the years. With the pandemic, the drive-thru has increased in importance even more, and the application of data analytics and artificial intelligence (AI)  has incredible opportunity.

Host Daniel Litwin joins Ravi Sirigineedi, Global Restaurant Lead for Intel’s Internet of Things Group, and Luke Irving, Founder and CEO of Fingermark, to discuss drive-thru trends, the application of AI and analytics, and where the industry is headed.

“The basis of success in this industry is all around convenience and customer experience,” Irving said.

One of the biggest challenges since the onset of the pandemic has been capacity. Before COVID, the utilization of drive-thrus for QSRs was between 50-75% of a store’s revenue. Now, that number is 90-95% and, in some cases, the drive-thru is now the only source of revenue.

Curbside also has a large opportunity. Parking lots can be turned into ordering bays as customers can order from their phones.

Sirigineedi noted that this change in customer behavior of using drive-thrus and curbside services is likely to continue.

Drive-thrus have often been a bottle neck and it is critical, now more than ever, to improve efficiency.

Data is providing insights to improve traffic velocity and help the restaurant utilize capacity to the fullest extent. For the customer this translates to personalized, accurate and quick service. This technology can also be used to detect customers who have left as a result of constrained capacity to understand lost revenue.

Sirigineedi adds that from an operator’s perspective, AI can improve operations by automating mundane tasks which allows staff to focus on better service and value directly with customers.

“It’s beyond restaurants, as well,” said Sirigineedi. The drive-thru can be applied to convenience stores, supermarkets, big box retail, and other retail formats.”

Learn more about hospitality and restaurants by connecting with Ravi Sirigineedi on LinkedIn or visit  https://www.intel.com/hospitality. To learn more about Intel’s partner Fingermark, connect with Luke Irving on LinkedIn.

Subscribe to this channel on Apple Podcasts, Spotify or Google Podcasts to hear more from the Intel Internet of Things Group.

Follow us on social media for the latest updates in B2B!

Twitter – @MarketScale
Facebook – facebook.com/marketscale
LinkedIn – linkedin.com/company/marketscale

Follow us on social media for the latest updates in B2B!

Image

Latest

pcp
PCP Attribution Analysis
May 22, 2025

Dr. Sam Ambewadikar, RVP and Medical Director at Anthem National Accounts, joins Brent to unpack the power of primary care attribution analysis—a tool he helped pioneer to spotlight the clinical and financial impact of members not having an established PCP. Drawing from his background as a practicing pediatrician and claims analytics leader, Dr. Sam shares…

Read More
sydney health
Sydney Health Demo
May 22, 2025

In this episode, Christina Firouztash, Executive Advisor of Digital Solutions at Anthem, gives a dynamic walkthrough of the Sydney Health app—Anthem’s flagship digital member experience. Christina showcases how Sydney delivers personalized, simple, and equitable navigation across benefits, including virtual care, pharmacy, financial transparency, and social services access. From contextual chatbots and ID card access to…

Read More
pharmacy
Pharmacy Part 1
May 22, 2025

In this episode, Brent chats with Katie Brennan, National Sales Director at CarelonRx, about making pharmacy benefits more accessible, consistent, and member-friendly. Katie spotlights Carelon new advanced home delivery model, which brings the pharmacy counter—and the pharmacist—into the member’s home. With fewer retail pharmacies offering extended hours and many patients lacking reliable transportation, CarelonRx is…

Read More
inclusive care
Inclusive Care
May 22, 2025

Sammy Gonzalez, Regional Vice President at Elevance Health, joins Brent for a deeply personal and impactful conversation on health equity and inclusive care. Sammy shares a powerful story of medical misdiagnosis tied to cultural assumptions, underscoring how bias—even unintentional—can hinder care quality. He highlights Elevance’s work to improve diversity in provider networks, enhance cultural competency,…

Read More