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AI Agent Architecture E-commerce / Retail

AI Support Agent: 73% Ticket Resolution Without Humans

An e-commerce platform handling 2,000+ support tickets per day was drowning in costs. We deployed an AI support agent that resolved 73% of tickets autonomously.

73%

Autonomous resolution

no human needed

<2min

Average response

down from 4 hours

92%

Customer satisfaction

up from 78%

$31K

Monthly savings

in support costs

The Problem

The client had a 15-person support team handling order inquiries, returns, product questions, and technical issues. Average response time was 4 hours, CSAT was declining, and support costs were $45K/month.

What We Built

We built a multi-capability AI Support Agent powered by a RAG knowledge base built on the client's product catalog, return policies, FAQ database, and 2 years of ticket history. The agent handled order lookups, return initiation, product recommendations, and troubleshooting. Complex issues were seamlessly escalated to human agents with full context.

Our customers actually prefer the AI agent. It's instant, accurate, and available at 3am on a Sunday.

Head of Customer Experience, E-commerce Platform

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