VertexAI and MongoDB for Intelligent Retail Pricing

The integration of Google Cloud and MongoDB presents an easy approach to modernizing dynamic pricing strategies in retail businesses. By leveraging real-time analytics, flexible data modeling, and reactive microservices architecture, it empowers businesses to achieve operational efficiencies and gain a competitive advantage in their pricing strategies. This is achieved through implementing a streamlined approach to data management, incorporating real-time, automated decision making, workload isolation, change streams, triggers for immediate updates, and seamless integration with AI models. The proposed solution uses Google Cloud Pub/Sub to ingest data sources like customer behavior events in JSON format, while MongoDB Atlas supports workload isolation, ensuring dedicated resources for AI tasks and smooth operation alongside core application workloads.