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Gen AI & Agentic AI
Competitor Intelligence RAG Platform
Consumer Packaged Goods (CPG)
Client GPT (Competitor Intelligence RAG Platform)
Client: Global CPG Company
Problem
The client's strategy and competitive intelligence teams were manually reviewing competitor reports of more than 200 pages across 16 competitors. This made it difficult to extract and query competitive intelligence at scale.
Solution
Aays built a Retrieval-Augmented Generation (RAG) pipeline on Microsoft Azure using Azure Document Intelligence for document ingestion, Azure OpenAI Embedding Model for vectorization, and a semantic search layer with seven customizable focus-area filters for querying competitive intelligence.
Business Impact
Days to minutes
Cycle-Time Reduction
Reduced the time required for competitor analysis from days to minutes.
16 competitors
Coverage
The platform enabled analysis and querying of reports covering 16 competitors.
200+ page reports
Document Size
Built to process and query competitor reports exceeding 200 pages
