About Us

About Irvine Analytics

Operator-Led AI for Restaurants

Irvine Analytics was founded by a former QSR Director of Operations with hands-on experience running 45 high-volume stores generating over $100M annually. We combine frontline operational expertise with practical AI to help restaurants and retailers reduce shrinkage, optimize labor, and improve inventory efficiency. Our boutique, operator-led approach ensures measurable results and accountability.

Irvine Analytics

Founder's Journey

From frontline operations to AI innovation

2012

Cashier (Carl's Jr.)

Learned frontline QSR operations in high-volume LA stores.

2012

General Manager

Promoted within 6 months Improved sales and ran costs under company averages

2014

District Manager

Turned around underperforming stores Achieved 25%+ sales growth across multiple locations

2015

Director of Operations

Led 45 LA County stores Generated $100M+ in annual sales

Today

Founder of Irvine Analytics

Applying operational expertise to practical AI consulting for QSRs & retail Transforming restaurant operations through intelligent automation

Our Features

Stop Invisible Losses & Operate with Precision

Built by a former QSR operator who ran 45 of LA County’s high-volume stores generating over $100 million annually, we combine frontline experience with practical AI to deliver measurable savings and fast setup.

Stop Shrinkage & Theft

Real-time loss prevention tied to POS and cameras. Potential savings: 2–5% of gross revenue.

Reduce Food Waste

Automated shelf-level inventory monitoring + forecasting. Reduce waste by up to 50%.

Optimize Labor

Hourly traffic forecasts + auto-scheduling. Save $39,000 per year per store.

Faster Drive-Thru

Increase throughput and boost order values by 2–4%.

Contact

Get In Touch

Contact Irvine Analytics to schedule a free consultation, book a pilot, or request a demo of Vision AI solutions for QSR and retail.