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AI/ML

Vertex AI Search for Retail Integration

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The Customer

Multi-National Warehouse Retailer

The Project

Vertex AI Search for Retail Integration

Overview

Our client, the third largest retailer globally, engaged Improving to enhance their e-commerce search functionality using Google's Vertex AI Search for Retail. The project aimed to replace the client’s existing search system with a more advanced, revenue-optimized solution.

Business Problem

Our client’s existing search system, provided by Lucidworks, was not optimized for revenue and lacked personalization capabilities, leading to suboptimal search results. Additionally, the high cost of maintaining the Lucidworks solution and its performance limitations did not their growing e-commerce needs.

The Solution

Improving collaborated with Google to design and implement a solution integrating Vertex AI Search for Retail into the client’s online ecosystem. The project included developing a search application that acted as a facade for the Google search technology, ensuring seamless integration with our client’s existing infrastructure.

Business Benefits

  • Improved Search Relevance: Enhanced search result quality by leveraging Google's AI technology.

  • Revenue Optimization: Implemented search personalization to optimize for revenue based on user behavior.

  • Cost Savings: Replaced the expensive Lucidworks solution with a more cost-effective Google Vertex AI system.

  • Scalability: Developed a solution that scales with our client’ growing e-commerce operations.

  • Integration Flexibility: Designed the system to support potential future changes in search technology providers.

  • Enhanced User Experience: Provided a more intuitive and efficient search experience for the client’s customers

Technologies & Methods Used

Icon - Vertex AI
Icon - Redis
Icon - Google cloud run
Icon - Google cloud scheduler
Icon - Google pub sub
Icon - Google pub sub
Icon - Google dataflow
Icon Button - Terraform

Partnerships

The project was a collaborative effort between Improving, our client’s team, and Google. Google provided the Vertex AI technology and supported the backend integration. Our client’s global e-commerce division, IT executives, cloud team, IT security team, and other stakeholders worked closely with Improving to ensure the solution met their requirements.

Conclusion

This case study highlights Improving's ability to deliver a scalable, cost-effective, and revenue-optimized search solution for a retail client using Google Vertex AI Search for Retail. Our collaborative approach, technical expertise, and adherence to industry best practices ensured a seamless integration with our client’s e-commerce platform, driving business growth and enhancing user experience.

Get Started

Learn more about how Improving can help you get started by contacting us today at sales@improving.com or filling out a contact form through the link below.