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USE CASE // AI & CUSTOMER EXPERIENCE

Ask DD for Neon Snow: RAG-driven FAQ Agent, AI Quiz, and Serverless AI CRM

DD Consulting deployed Ask DD for Neon Snow, combining a RAG-driven FAQ Agent, an interactive AI Quiz for lead qualification, and a serverless AI-based CRM. https://neonsnow.com.au/

Coverage:processtechnology
8 MIN READ 2026-06-16 SYDNEYCASE_20

Business Impact

70%
Ticket Deflection
3.5x Increase
Sales Lead Intake
0%
System Downtime

Outcome Snapshot

Developed a RAG-powered interactive support agent and serverless CRM that deflected 70% of customer tickets and tripled online lead generation capacity.

ROI Breakdown

Successfully deflected 70% of repetitive incoming customer inquiries, captured and scored 3.5x more active sales leads, and delivered automated 24/7 resolution pipelines.

DD Consulting deployed Ask DD for Neon Snow, combining a RAG-driven FAQ Agent, an interactive AI Quiz for lead qualification, and a serverless AI-based CRM. Built on Amazon Bedrock (Nova suite) and ECS Fargate, the system drives 70% automated ticket deflection and converts traffic 24/7.

The Challenge

The Operational Friction
  • 01.

    Mid-size businesses and online retail operators struggled to capture leads, qualify customer intent, and handle FAQs across disconnected web, email, and social networks 24/7, resulting in lost pipeline opportunities.

The Solution

Built a custom RAG-driven FAQ Agent combined with interactive qualifying tools (AI Quiz modules) and integrated them directly into a lightweight, serverless CRM.

TECHNOLOGY ARCHITECTURE // LAYERED VIEW

Governance & Trust
— none —
Application & Integration
Serverless RAG Framework · Client Intent Classifier · Web CRM Integration Engines · Event-Driven Automations
AI & Model Layer
Serverless RAG Framework · Client Intent Classifier · Web CRM Integration Engines · Event-Driven Automations
Data & Infrastructure
— none —

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