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๐Ÿค–AI ยท LLM Integration

AI Chatbot System for B2B SaaS

Case Study

85%Queries automated
PositiveROI month one
CRMSynced handoffs
Challenge

B2B SaaS support volume was unsustainable; the team needed accurate answers grounded in product docs with CRM handoff.

Solution

RAG pipeline over documentation, structured prompts, conversation memory, and escalation rules into the existing CRM.

Results

Roughly 85% of tier-1 support queries resolved without human intervention, with positive ROI within the first month.

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