Systems and methods for personalizing bundles based on personas
AssigneeIngram Micro Inc.
InventorSanjib SAHOO
Life of this patent
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AssigneeIngram Micro Inc.
InventorSanjib SAHOO
Estimating the term…
Computerized systems and methods are described for executing personalized bundling processes. Methods include receiving user inputs specifying preferences for product bundles and utilizing a Real-Time Data Mesh (RTDM) to retrieve relevant real-time data. An Advanced Analytics and Machine Learning (AAML) Module analyzes these inputs alongside market data to generate personalized bundle recommendations. Recommendations are then displayed to the user via a Single Pane of Glass User Interface (SPoG UI) and, upon user confirmation, transferred as orders to a vendor system. Validation steps use algorithms within the AAML Module to ensure accuracy and relevance of the bundles. Real-time reports on user engagement and bundle success rates are generated. The system, accessible on multiple devices, integrates machine learning models that continually refine the bundling process based on evolving data patterns and user feedback, enhancing personalization and efficiency.
A computerized method for executing a personalized bundling process, comprising:
A computerized method for optimizing personalized bundling decisions, comprising:
A system for automating personalized bundling processes, comprising:
Dependencies are inferred from the claim text.