Concept Lab — Applied AI
Autonomous Multi-Platform Support Agent
The Challenge
Businesses struggle to maintain consistent support quality across multiple messaging platforms while keeping response times under 2 minutes.
Our Approach
We built a unified agent architecture with platform-specific adapters, shared context memory, and intent classification that routes complex queries to human operators.
Architecture
Results
<30s average response time
92% resolution without human escalation
3 platforms from a single codebase
Tech Stack
PythonLangChainFastAPIRedisPostgreSQL