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Scalable Data Pipeline and Real-Time Reporting System for Retail Analytics

reenbit

Retail

eCommerce

Business Challenges in Data Integration and Reporting

The client struggled with fragmented data sources (Shopify API, Prestashop Excel files), manual data processing workflows, lack of real-time analytics capabilities, and security risks from unsecured credential management. These issues hindered timely decision-making and operational efficiency.

About the Client

A well-established fashion retailer seeking operational efficiency through integrated data systems

Key Objectives for Data Pipeline and Reporting System

Automate data ingestion from multiple sources including GraphQL APIs
Establish a centralized data warehouse for unified analytics
Implement secure credential management for sensitive data
Enable real-time business intelligence dashboards
Reduce manual data processing efforts by 50%

Core System Functionalities and Features

Automated Shopify GraphQL API data extraction via Azure Data Factory
Historical data migration from Prestashop Excel files
Centralized Azure SQL Server data warehouse
Power BI interactive dashboards for financial metrics
Azure KeyVault integration for secure credential storage

Technology Stack Requirements

Azure Data Factory

Power BI

Azure KeyVault

Azure SQL Server

GraphQL

Dimensional Modelling

External System Integrations

Shopify API endpoints
Prestashop legacy database
Courier service APIs
ERP/PIM systems

System Quality Attributes

High scalability for growing data volumes
Enterprise-grade security and compliance
Real-time data processing capabilities
Cost-effective cloud resource utilization
99.9% system availability SLA

Expected Business Impact of the Solution

The implementation will reduce manual data processing time by 50%, improve data accuracy through centralized governance, enable real-time financial forecasting, enhance security compliance through Azure KeyVault, and provide self-service analytics capabilities that reduce IT dependency while maintaining cost-effective cloud operations.