CX AI

Customer Experience

Enterprise Contact Center Intelligence

A suite of AI solutions for contact center platforms featuring an 8-factor smart routing engine that intelligently routes queries between a fine-tuned SLM and cloud LLMs. Includes real-time agent assist with RAG, dual-provider sentiment analysis, and zero-repetition agent handoff.

Video walkthrough coming soon

2-3 minute overview

Live Demohttp://localhost:3334/smart-chat
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Key Capabilities

  • 8-factor smart routing engine with weighted scoring (privacy, complexity, domain match, reasoning depth, latency, cost, clarity, context)
  • Fine-tuned Mistral 7B SLM running locally — data never leaves the environment
  • RAG system with 75+ indexed knowledge articles via ChromaDB and semantic search
  • Real-time PII detection and auto-routing to local SLM for sensitive queries
  • Dual sentiment analysis: VADER (5ms rule-based) and DistilBERT (50-200ms ML-based)
  • Agent-to-agent handoff with full conversation context and sentiment metadata

By the Numbers

8
Routing Factors
<100ms
Response Time
Real-time
PII Detection

Tech Stack

Next.js 16FastAPIChromaDBllama.cppSentence TransformersVADER + DistilBERT