Overview
What we do:
· Define business objectives and success criteria
· Align business needs with Amazon Personalize capabilities or custom models
· Evaluate user and catalogue data volume and quality
· Review processes, tools, and architecture at a high level
· Optimize data format for the model
· Import user interaction history, item metadata, and user information to AWS Personalize
· Use AWS Personalize to train recommendation models for the selected use case
· Validate the recommendation system's preliminary results
· Define additional business rules to refine recommendations
· Create a solution roadmap
· Scale PoC for full dataset and all defined use cases
· Deploy the fine-tuned personalization pipeline
· Set up a real-time API for dynamic recommendations
· Integrate use cases with applications
· Initiate A/B testing
· Implement batch download format for marketing communications
What you get:
· Ability to stand out in a saturated market through personalized customer experiences
· Integrated real-time personalization in existing systems
· Improved customer engagement, loyalty, and sales
· Personalized product recommendations, notifications, and email marketing campaigns
· Expert utilization of AWS Personalize to fit specific business needs
· A solution roadmap tailored to your business
· A/B testing to ensure the most effective methods are employed
· Access to real-time API for dynamic recommendations and batch download format for marketing communications
Highlights
- ABOUT SOFTSERVE: We are advisors, engineers, and designers who deliver innovation, quality, and speed—elevating and accelerating our clients’ digital journeys.
Details
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