
Offering:
AI Jumpstart
Business Category:
Pharmaceuticals Retail
Project Years:
2019-20
Problem/Opportunity
Shrinking product margins and increasing mainstream media costs mean that advertising has to be very targeted and effective in promoting higher margin items.
Outcome
Our AI based product gave a margin uplift of up to 5 percentage points and decreased cost per impression by almost 50%.
Execution
Used supervised machine learning to identify customer buying patterns using anonymized demographics and their real-time shopping cart items. Used Scikit-Learn to implement state-of-the-art algorithms to find patterns in buying behavior and ad effectiveness.