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AI / SaaS

Enterprise Knowledge Chatbot Rollout

Launched a RAG chatbot that cut support triage time while staying grounded in approved docs.

Client: B2B SaaS Operations

Challenge

Support and ops teams were buried in repetitive questions while knowledge lived across PDFs, Notion, and ticket history.

Solution

Built a retrieval-augmented chatbot with permission-aware sources, conversation analytics, and Slack/web widget delivery.

Results

Reduced first-response load for common issues and improved answer consistency with auditable source citations.

OpenAI RAG Laravel Vector Search

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