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EMB Global revolutionized demand forecasting and inventory management, enabling our client to achieve unmatched accuracy, reduce costs, and boost sales across global operations
Business Challenges
The client encountered several major issues:
Our Solution
To address these challenges, our team implemented an AI-driven solution designed to improve demand forecasting and streamline inventory management.
Data Integration
Aggregated and consolidated historical sales data, market trends, weather patterns, promotional activities, and other relevant factors into a unified data platform.
AI Model Development
Developed and trained machine learning models using time-series forecasting and regression analysis to provide accurate demand predictions.
Pilot Programs
Launched pilot programs in select regions to evaluate the effectiveness of the AI-driven approach before a full-scale rollout.
Full-Scale Implementation
Rolled out the AI solution across the company’s global operations, with ongoing monitoring and refinement to ensure optimal performance.
The AI-driven approach delivered significant improvements, which are mentioned below:
Achieved more accurate demand predictions, reducing stockouts by 36% and excess inventory by 41%.
Improved inventory management led to a 29% decrease in holding costs and ensured better product availability.
Enhanced product availability resulted in a 23% increase in sales and a 18% improvement in customer satisfaction ratings.
The implementation of AI for demand forecasting and inventory management transformed the client's operations, leading to more accurate predictions, optimized inventory levels, and improved overall efficiency. This success highlights the potential of AI to address complex supply chain challenges and enhance operational performance. The approach can be effectively adapted to other industries with complex inventory needs, such as retail and pharmaceuticals, to achieve similar benefits in demand forecasting and operational efficiency.