Generative AI Chatbots & RAG Architecture for Enterprise Customer Support

The Anatomy of an Enterprise Zero-Hallucination RAG Bot

• Dynamic Document Sync: Real-time vector embedding pipelines indexing internal Notion, Zendesk, PDF manuals, and ERP knowledge bases.
• Contextual Re-Ranking: Using cross-encoder models (Cohere Rerank, BGE) to ensure the LLM receives the most authoritative documentation snippet.
• Seamless Human Escalation: Detecting user sentiment and automatically handing off complex technical tickets to human agents with full conversational context.