40% fewer support ticketsAI / ML
Conversational AI Assistant
Customer-facing AI assistant with RAG knowledge base, multi-turn memory, and seamless human escalation. 10K+ daily conversations.
40%
Fewer Tickets
10K+
Daily Conversations
92%
Resolution Rate
< 2s
Response Time
The Challenge
Conversation coherence across long interactions while knowing precisely when to escalate to humans.
The Solution
1
Sliding window context with semantic compression
2
Hybrid RAG search over 50K+ knowledge base articles
3
Confidence-calibrated escalation trained on 100K+ interactions
4
Seamless handoff transferring full context to human agents
// Tech Stack
Built With
Node.js
Anthropic Claude
Pinecone
WebSocket
React
MongoDB
Redis
TypeScript
// Results
Impact
Ticket volume dropped 40%. 92% resolution without humans. CSAT improved from 3.8 to 4.5.
// More