Sales Intelligence Chatbot
The Challenge
The client's sales team frequently needed detailed product information during customer conversations — specifications, compliance details, pricing nuances, and comparison data. This information was spread across hundreds of internal documents, PDFs, and knowledge base articles. Sales reps either delayed responses while searching manually or escalated to product specialists, creating bottlenecks and missed opportunities.
Solution & Approach
We implemented an internal chatbot that gives sales teams instant, accurate answers by intelligently searching and synthesizing information from the full internal document library. Built on Azure OpenAI with a document search pipeline, the system indexes all product documentation and returns contextually relevant answers with source citations. The React-based interface integrates into the team's existing workflow, and the system continuously improves as new documents are added.
- Full document coverage — All product specifications, compliance docs, and knowledge base articles indexed and searchable.
- Source citations — Every answer includes references to the source documents, so sales reps can verify and share with customers.
- Conversational follow-ups — Supports multi-turn conversations to drill into product details without starting over.
- Continuous learning — New documents are automatically indexed as they’re added to the document library.
Results & Impact
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