Case Study
Customer Support Automation

Customer Support Triage
That Actually Resolves Issues

An AI chatbot trained on your business answers majority of customer questions instantly — and routes the rest to your team with a pre-written response and urgency tag. No missed tickets, no repetitive back-and-forth.

50%+
Tickets auto-resolved
<2s
Average response time
24/7
Always available
5 min
Setup per vertical
The Problem

Your team is answering the same questions every day

  • Hours lost answering "Where's my order?" or "Do you take my insurance?" — questions that have the same answer every time

  • Urgent issues — complaints, emergencies, billing errors — buried in the same queue as routine questions

  • Customers waiting hours for a response when they sent a message at 9pm, expecting to hear back in the morning

  • Your best people spending their day on repetitive support instead of doing the work only they can do

The Solution

An AI that triages, responds, and escalates — instantly

  • FAQ questions are answered in under 2 seconds using your business's actual information — no hallucination, no guessing

  • Complex or escalation-worthy issues are flagged immediately with urgency tags and a pre-written response for your team

  • Your team sees a clean triage queue — only the tickets that actually need human attention, sorted by urgency

  • 24/7 availability — customers get real help at midnight, not a "we'll get back to you" autoresponder

How It Flows

Three tiers. Every message handled.

Tier 1 — Instant FAQ

Auto-Resolved

Common questions matched instantly against your FAQ library using keyword detection. No API call needed — sub-second response. Covers ~50% of inbound volume.

Examples: hours, pricing, shipping, scheduling, returns
Tier 2 — GPT-4o

Following Up

For nuanced questions not covered by the FAQ, GPT-4o generates a contextual, on-brand response using the conversation history — and flags it for follow-up if needed.

Examples: complex inquiries, multi-part questions, requests needing context
Tier 3 — Escalation

Human Handoff

Complaints, safety issues, billing disputes, and emotional messages trigger automatic escalation — with a ticket, urgency tag, and a pre-written response draft for your team.

Examples: food safety, billing disputes, gas leaks, allergic reactions

Tech Stack

What powers this under the hood

🤖
GPT-4o
Contextual responses + triage classification
🐍
Flask
API backend + rate limiting
💬
Voiceflow
Production chatbot widget deployment
🔔
Slack / Email
Real-time escalation alerts
Results

What businesses see after deployment

50%+
Reduction in ticket volume

Most common questions are auto-resolved before they ever reach your inbox.

Faster response on escalations

Pre-written responses mean your team spends seconds editing, not minutes writing from scratch.

0
Missed urgent issues

Safety, billing, and complaint triggers are detected in every message — not just during business hours.

See it handle your industry's questions

The demo is live across 5 verticals: E-commerce, SaaS, Dental, HVAC, and Restaurant. Try it — ask something tricky.