AI Customer Support Assistant

2023
TechSupport Solutions
GenAI
GenAI
LLM
Python
TypeScript
NLP

AI Support Center

Intelligent customer service automation

Active
Resolution Rate
94%
+12% this month
Avg Response
2.3s
Lightning fast
Active Support Tickets
#1234Resolved
Order tracking inquiry
2m ago
#1235In Progress
Payment processing issue
5m ago
#1236Pending
Product return request
8m ago
#1237Resolved
Account access problem
12m ago

Overview

LLM-powered suggested replies with policy alignment and tone control.

Outcomes

  • FRT -35%, CSAT +12%, escalation rate unchanged.
  • Clear ownership and maintainable handoff to client teams.

The Challenge

Reduce first response time while maintaining policy and brand tone.

The Solution

RAG over policy docs, guardrails, and CRM integration for drafting replies.

Flow & UI Sketches

Customer Support Flow
1
1. Customer Inquiry
Submit support request
Customer
2
2. AI Analysis
Analyze intent & context
AI Engine
3
3. Knowledge Search
Search knowledge base
AI Engine
4
4. Response Generation
Generate solution
AI Engine
5
5. Human Escalation
Route to agent if needed
Support Agent
6
6. Resolution
Issue resolved
Customer
7
7. Feedback
Collect satisfaction
Customer
Support Dashboard Wireframe
AI Chat Interface

Project Details

  • Client:TechSupport Solutions
  • Year:2023
  • Category:GenAI
  • Technologies:GenAI, LLM, Python

Design System

Theme

Professional Customer Support

Color Palette

Emerald (#059669) + Sky Blue (#0ea5e9)

Typography

System fonts, clean lines, professional hierarchy

Visual Style

Trustworthy, efficient, support-focused with chat interfaces

Have a Similar Project?

Let's discuss how I can help bring your ideas to life with innovative technology solutions.

Get in Touch
AI Customer Support Assistant | Hamid Ayub's Portfolio