The Challenge
Rudra Holding's diverse retail outlets were struggling with a fragmented and outdated system. They faced challenges with inaccurate inventory tracking, frequent stockouts of popular items, and an inability to get a clear, real-time overview of sales performance across all their locations. They needed a unified, modern solution to bring their retail operations into the future.
Our Solution
Phase 1: Architecture & Core POS Functionality
We engineered a robust, cloud-based POS system using React for the front-end, ensuring a fast and intuitive interface for cashiers on both desktop and tablet devices. The back-end, built with Python and FastAPI, handled transactions, inventory, and user management with maximum security and performance.
Phase 2: The AI Integration
The true innovation was in the AI layer. We developed a machine learning model that analyzed historical sales data to provide two key features:
- Predictive Inventory Management: The system automatically flags items that are projected to sell out soon, generating intelligent re-order suggestions to prevent stockouts.
- Sales Forecasting Dashboard: A management dashboard visualizes predicted sales trends for the upcoming week and month, allowing for smarter staffing and marketing decisions.
The Results
"The POS system developed by Axiora Labs has completely transformed our retail operations. Their AI-powered inventory management is a game-changer. We finally have the real-time data and predictive insights we need to run our business efficiently. They are a world-class technology partner, right here in Sri Lanka."
- Managing Director, Rudra Holding (Pvt) Ltd