AI That Summarizes Support Tickets for Your Team

The Problem

Support agents face:

• Long email threads to read
• Context lost in handoffs
• Repeated explanations to each agent
• Managers can't quickly assess queue

Time spent reading per ticket: 3-5 minutes

Multiply by tickets per day: Hours of reading

The Solution

AI that reads every ticket thread and produces:

1. Concise summary
2. Key issues identified
3. Customer sentiment
4. Suggested category
5. Priority recommendation

How It Works

Ticket Comes In

Customer message (email):

"I've been trying to access my account for three days
now. First I couldn't remember my password, then the
reset email never came. I tried again today and now
it says my account is locked. This is ridiculous.
I'm paying $200/month for this service and I can't
even log in. I have a presentation tomorrow and need
access to my reports. If this isn't fixed today I'm
canceling my subscription."

AI Summary Generated

SUMMARY
Customer locked out of account for 3 days after
password reset issues. Has presentation tomorrow
needing report access. Threatening cancellation.

KEY ISSUES
• Account locked after multiple reset attempts
• Password reset emails not received
• Time-sensitive need (presentation tomorrow)

SENTIMENT: Frustrated/Angry

CATEGORY: Account Access > Password/Login

PRIORITY: High (paying customer, churn risk, time-sensitive)

CONTEXT
- $200/month plan
- Needs report access urgently
- Multiple failed attempts already

On Handoff

When ticket transfers to another agent:

HANDOFF SUMMARY
[Previous agent] attempted password reset manually
but email still not received. Checking email delivery
logs. Customer increasingly frustrated.

NEXT STEPS NEEDED
1. Verify email delivery status
2. Manually unlock account
3. Set temporary password
4. Escalate email system if needed

Features

Auto-Summarization

• Reads full conversation
• Extracts key information
• Updates with each message
• Tracks resolution progress

Sentiment Analysis

• Detects customer mood
• Flags angry/frustrated customers
• Identifies churn signals
• Highlights positive moments

Smart Categorization

• Suggests ticket category
• Learns from corrections
• Improves over time
• Reduces mis-routing

Priority Scoring

• Revenue impact
• Time sensitivity
• Customer tier
• Issue severity

Manager Dashboard

Daily digest includes:

• Ticket volume summary
• Sentiment trends
• Top issues by category
• Backlog health
• SLA status

Results

Clients using this workflow see:

• 50% less time reading tickets
• Better handoffs with context retained
• Faster resolutions from quick understanding
• Improved CSAT from consistency
• Manager visibility into queue health

Investment

Package	What's Included	Price
Basic	Summary + categorization	$1,500
Standard	+ Sentiment + priority	$2,000
Enterprise	+ Manager digest + analytics	$2,500

All packages include optimization period.

Get This Workflow

Give your support team superpowers. Book a consultation to implement AI ticket summarization.