AI Customer Analytics for Retail
Leading Retail Group · Retail
Built a real-time AI system to analyze customer behavior patterns, driving higher sales and satisfaction scores.
! 課題
The retailer held massive customer datasets but lacked effective analytical tools. The marketing team could not identify which customer segments had the highest purchase intent, nor which products to promote to which segments.
→ 私たちのソリューション
We designed and built an end-to-end AI platform ingesting data from all touchpoints (POS, website, app), analyzing behavior patterns, and powering a real-time recommendation engine.
✓ 結果
- 35% total revenue increase in the first 6 months
- 22% reduction in cart abandonment
- 48% increase in customer lifetime value
- NPS score improved by 18 points
技術スタック
期間
5 months
主な成果
35% revenue increase within 6 months
Tags
その他のプロジェクト
Smart Customer Segmentation
F&B Brand · Food & Beverage
Developed ML models for automated customer segmentation, enabling precision marketing campaigns.
Real-time Business Dashboard
Hospitality Group · Hospitality
Designed a real-time dashboard consolidating data across multiple branches for executive visibility.
AI Chatbot for 24/7 Customer Support
Insurance Company · Insurance
Built a bilingual Thai-English AI chatbot for customer support triage and instant query resolution.
新しい体験を
iReadCustomerで、誰よりも先に！