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

purpose
From Amazon Leader to Franchise Owner: Ramiah Martin on Leadership, Purpose, and Legacy
December 10, 2025

Many professionals reach a moment when the title, the salary, and the climb aren’t enough anymore. They start looking for work that feels meaningful — work that reflects who they are and what they want their lives to stand for. And with millions of Americans stepping out to build businesses of their own in…

Read More
imposter syndrome
Busting Imposter Syndrome Through Presence, Community, and the Power of Delegation
December 10, 2025

Many of us know the feeling: you rack up accomplishments, hit the milestones you once dreamed of, and still there’s a quiet voice asking, “Am I really good enough?” Imposter syndrome has a way of showing up even in our strongest moments, often right when we’re stepping into new opportunities or chapters of growth. And…

Read More
Inside Breaking Down the New Behavioral Threat Assessment Report
Breaking Down the New National Behavioral Threat Assessment Report
December 9, 2025

School Safety Today podcast, presented by Raptor Technologies. In this episode of School Safety Today, host Dr. Amy Grosso interviews guest expert Will Durgin to discuss the newly released Behavioral Threat Assessment and Management (BTAM) Report from the National Threat Assessment Center and Homeland Security. They explore how this report differs from previous NTAC…

Read More
Trades
HVAC Safety Reform with Fallon Dyle: Rethinking Chemical Practices and Tackling Hidden Health Hazards in the Field
December 9, 2025

As HVAC systems evolve and health concerns take center stage, the industry is being forced to reckon with more than just performance specs. A growing threat from resilient biofilms, coupled with widespread misinformation about chemical cleaners like bleach, is pushing technicians and manufacturers to reexamine how they approach safety and maintenance. Reports have emerged…

Read More