Data Dilemma to Discovery: How Ideas2IT Elevated Information Retrieval for an Engineering Giant

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Case Study

Data Dilemma to Discovery: How Ideas2IT Elevated Information Retrieval for an Engineering Giant

Solutions Deployed:

Semantic Product Information Retrieval System
Intelligent Chatbot Interface
Graph Database Integration

Vertical:

Manufacturing

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To address the challenge of navigating a catalog with over 2000 categories and 120,000 products, our client, a leading engineering giant, sought a solution for seamless access to critical information. Ideas2IT built a semantic product information retrieval system using Dolly 12B, Langchain, and FAISS. This solution boosted search precision by 74% and increased sales conversions by 23%, significantly improving efficiency and decision-making. The system offered real-time access to resources, enhancing workflow and collaboration.

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Managing Vast Product Data Across Multiple Stakeholders

Our client faced a significant challenge: managing an expansive catalog of over 2000 categories and 120,000+ products, with prices ranging from as low as $1 to as high as $1 million. Retrieving accurate and timely information from this immense database had become an almost insurmountable task.