ARROYO TECH
All Case StudiesRetail & E-Commerce / Sample Case Study

E-Commerce Customer Support AI

Growing DTC e-commerce brand

Challenge

Support volume tripled after a successful product launch, overwhelming the 4-person support team. Average response time reached 36 hours, and the team was working overtime to keep up.

Solution

We deployed an AI-powered support system with intelligent ticket classification, automated responses for common inquiries, and a knowledge base that learns from resolved tickets. Complex issues are seamlessly escalated to human agents with full context.

Results

Response Time

36hrs to 4min

-99%

L1 Tickets Automated

0% to 62%

+62%

Agent Productivity

45 to 120 tickets/day

+167%

CSAT Score

3.2 to 4.7/5

+47%

Technology Stack

Node.jsOpenAI APIPineconeNext.jsVercel

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