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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

Architecture diagram for Autonomous Multi-Platform Support Agent

Results

<30s average response time

92% resolution without human escalation

3 platforms from a single codebase

Tech Stack

PythonLangChainFastAPIRedisPostgreSQL