AI Retail Analytics

ShopSmart Retail

7 months

10 members

An AI-powered retail analytics platform that provides real-time demand forecasting, inventory optimization, and customer behavior analysis for a major retail chain with 500+ stores nationwide.

95%

Forecast Accuracy

$30M+

Annual Savings

25%

Inventory Reduction

500+

Stores Deployed

The Challenge

ShopSmart was experiencing stockouts and overstock issues across their supply chain, resulting in $50M+ annual losses. Their existing forecasting system was inaccurate and couldn't handle real-time data.

Our Solution

We built a machine learning pipeline using TensorFlow for demand forecasting, BigQuery for data warehousing, and custom dashboards for real-time visualization. The system processes 10M+ transactions daily.

Key Features

Real-time demand forecasting with ML models

Automated inventory replenishment recommendations

Customer segmentation and behavior analysis

Dynamic pricing optimization engine

Supply chain anomaly detection and alerts

Interactive dashboards with drill-down analytics

Tech Stack

TensorFlowPythonBigQueryLookerApache Airflowdbt

Screenshots

“The AI analytics platform has revolutionized our supply chain operations. We've seen a dramatic improvement in forecast accuracy and significant cost savings across our entire network.”