RAG Powered Warehouse Personal Assitance
Ranna Assistant is a AI Agent that was build to support operational of Ranna Cosmetic especially on warehousing, stock management, recieveing and purchasing order
Business Challenge
In a fast-paced retail environment, maintaining optimal inventory levels requires swift and precise stock reordering to prevent stockouts and overstocking. Relying on external social media trends or generic market data often leads to inaccurate demand forecasting, as real purchasing behavior is best reflected in the company's internal sales history. Manually analyzing sales patterns to identify which products need reordering—and in what quantities—was a time-consuming process that delayed critical purchasing decisions and operational workflows during peak business hours.
Solution Delivered
Developed Ranna Assistant, an intelligent AI Agent integrated into the daily operational workflow to streamline inventory management, receiving, and purchasing processes: POS Integration & Receiving Support: Complements Olsera POS by enhancing the Purchase Order (PO) checklist process, speeding up inventory verification during stock receiving and warehouse intake. Predictive Stock & Movement Analytics: Analyzes historical internal sales data to accurately identify items requiring replenishment, providing data-driven reorder recommendations along with daily sales probability forecasts for each product.
Outcomes Achieved
Ranna Assistance Botenhance decision-making time by 50%, works between that could take 8hrs, now could take 2-4 hrs depends on the extra