사례 연구
ADA used AI and Tech to improve sales forecast, inventory management and marketing strategy for a client


Boost sales, manage inventory, and optimize marketing with AI & technology
Sales forecast accuracy, with error deflection of less than 3.7% in model validation.
Improved sales forecasting leads to better inventory management to meet sales demand
Enhanced marketing campaigns and effectively allocate budgets based on sales forecast



M1 needed to rethink how customers pre-ordered the Samsung Galaxy S25. The traditional experience of long queues, complex forms, and multiple customer service calls wasn't delivering the seamless journey their customers expected from a leading Singapore telco.
Sales forecast accuracy, with error deflection of less than 3.7% in model validation.
Improved sales forecasting leads to better inventory management to meet sales demand
Enhanced marketing campaigns and effectively allocate budgets based on sales forecast