Case Studies

The proof
is in the results
of our successful clients

Aureus Tech Systems isn’t all talk. When we say we can optimize your processes no matter what your needs or challenges, you can trust we mean that, because we’ve helped many other companies, across various industries, do the same.

See how our valued clients have benefitted from our comprehensive capabilities.

Multi-Store Restaurant Retailer

Services

Predictive Analytics

Challenges

The client saw a disparity between projected and realized sales at the store level and approached Aureus for insights into which operational levers could drive sales growth.

Solutions

Our approach began with a breakdown of total store-level sales into predictable pieces: sales from repeat customers and sales from first-time customers. Multiple data streams — such as point of sale, customer relationship management, customer satisfaction score, regional demographics, weather forecast and competitive landscape data — were combined into a staging database.

 

We then used machine learning algorithms to build a set of key drivers that predict visitor frequency, average ticket size, traffic of new customers and other customer behaviors. Our Action-Planner module enabled decision makers to set targets on each of these key drivers, while they saw the predicted lift in sales.

Results

Our solutions helped reduce the variance between forecasted and realized sales. As a result of our aggressive target setting and monitoring, the average store saw a YoY sales growth of 8 percent.