The client, a global laptop manufacturer, struggled with managing complex pricing workflows across multiple regions and product configurations. Pricing decisions were slow, inconsistent, and required significant manual intervention, resulting in lost opportunities and inefficiencies. 

Solution 
Calsoft collaborated with the client to create an AI-powered pricing recommendation system. The solution integrated multiple pricing models, automated data cleansing, and provided a user-friendly interface for seamless model management. 

• Unified model configuration for multiple pricing strategies 
• Data cleansing pipeline for improved input quality 
• Centralized user interface for training, feature identification, and deployment 
• Automated batch processing for faster model iterations 

The solution reduced manual effort, improved data quality, and provided the client with scalable pricing recommendations across different markets.