Every ticket read.
Ready for your dispatcher.
Luke F.
Northwind Dental
- 00:00
“Email is down for the whole office”
Northwind Dental, email, 14:07:22
- 00:18
+2 stepsCategorized in 1.4s.
AI ticketing triage reads tickets from every channel your clients use and adds type, subtype, priority, status and client context. It writes those details to your PSA (professional services automation), ready for your dispatcher to make the routing call.
- Average classification time
- < 2s
- Classification accuracy
- 94%
- Tickets handled at once
- ∞
Your ticket fields. Filled in for you.



WHAT GETS HANDLED
The request understood.
The context brought together.
Six dimensions bring the request and its context together, so your dispatcher can work from a ticket that's already categorized.
Different words, same request
Trained on 10M+ MSP tickets across service management systems and channels, AI ticketing triage recognizes "my printer is jammed" and "can't print" as the same issue.
- Recognition of differently worded requests
- Intent behind your clients' words
- Training across systems and channels
Priority with client context
AI ticketing triage scores "Our email is down for the whole office" as P1 and "When you get a chance…" as P4, with contract commitments, business hours and tier weighting.
- Contract service level agreement weighting
- Business hours in urgency scoring
- Client tier in priority decisions
Types and subtypes in your fields
AI ticketing triage writes Type and Subtype directly to your PSA fields, including Service request, Email outage, or Endpoint, Printer.
- Types matched to your structure
- Subtypes matched to each request
- Values in your existing fields
Tone alongside the request
AI ticketing triage surfaces frustration, panic, neutral or friendly tone before your technician opens the ticket, helping avoid "didn't realize they were that mad."
- Client tone alongside ticket details
- Early signs of client frustration
- Priority client tone for review
Your client's working context
AI ticketing triage brings client tier, service commitments, headcount, contract scope and priority flags from your PSA and customer relationship management system into the ticket.
- Client tier and team size
- Contract scope and service commitments
- Priority flags alongside the classification
Related requests brought together
Five tickets in ten minutes saying "email is down" on the same tenant become duplicates of one P1, keeping five tickets under one issue.
- Related requests from one tenant
- Duplicate links to one incident
- Shared context for your dispatcher
HOW IT WORKS
From the first read.
To a ticket ready.
AI ticketing triage follows a five-step process as each ticket arrives, bringing the request and client context together for your dispatcher.
Bring in the ticket
A ticket arrives through email, Teams, text message, voice, portal or chat and joins the queue for classification.
Read the request
AI ticketing triage extracts the subject, body, attachments, sender details and channel information, bringing the request together for classification.
Add the classification
AI ticketing triage scores type, subtype, priority and status, reports confidence levels and flags uncertain classifications for your team to review.
Bring in client context
AI ticketing triage attaches client tier, contract service commitments, priority flags, recent ticket history and any matching active P1 incidents.
Write to your fields
AI ticketing triage writes the classification and context to your PSA fields, giving your dispatcher the details to route the ticket.
YOUR TEAM IN CONTROL
The reading handled.
The routing stays yours.
AI ticketing triage handles the reading and classification, so your dispatcher has the request and client context together before deciding where it goes. Your dispatcher keeps control of routing, assignment and escalation, using your on-call rules and your team's judgment.
Every incoming ticket read
AI ticketing triage reads each ticket as it arrives across every inbound channel, taking on the first read for your team.
- Incoming tickets across client channels
- First read as tickets arrive
- Request details for your dispatcher
Uncertain requests for review
When confidence falls below the threshold, AI ticketing triage flags the ticket for your team's review before your dispatcher considers level one support.
- Confidence levels alongside ticket classifications
- Uncertain requests flagged for review
- Routing decisions with your dispatcher
Shared issues spotted early
Five "email is down" tickets in ten minutes are linked to one P1, giving your dispatcher a shared issue to handle instead of five separate timers.
- Related tickets brought together automatically
- One incident for shared issues
- Early patterns for your dispatcher
Client needs in view
AI ticketing triage puts sentiment, client tier and contract commitments beside the classification, so your dispatcher sees "VIP, panicked, P1 contract" before assigning the ticket.
- Client sentiment beside the classification
- Contract commitments before ticket assignment
- Priority client flags in context
Tuned to your MSP
AI ticketing triage uses your past ticket outcomes to tune classifications around your type and subtype structure, priorities and status choices.
- Your existing ticket type structure
- Your priorities and status choices
- Tuning from past ticket outcomes
Each classification on record
Your team can review the reasons behind a P1 classification or an Endpoint or M365 subtype, while AI ticketing triage learns from your dispatcher's corrections.
- Recorded reasons for each classification
- Type and Subtype decisions available for review
- Learning from your dispatcher's corrections
READY TO PUT TO WORK
Every channel covered.
Every ticket read.
- 24/7
- Continuous ticket classification
- Holidays, weekends, 3am, < 2s response
- ∞
- Tickets handled at once
- 100 tickets in 60s, same response time
- 6
- Channels your clients use
- Email, Teams, SMS, Voice, Portal, Chat
- 94%
- Classification accuracy
- Measured against dispatcher overrides over 90 days
PROOF FROM DAILY USE
In daily use.
Across service desks.
- 87%
- Faster first ticket read
- From dispatcher-eye to classified-and-ready
- 62%
- Fewer incorrectly categorized tickets
- Measured against dispatcher overrides
- +3.4×
- Time to detect P1 incidents
- Mass-impact patterns spotted in real time
- 100%
- Tickets read
- Including the 3am ones, including the 47 that came in at 9:00
“What we like about AI ticketing triage is that it doesn't pretend to dispatch for us. It does the reading and tagging, the part our team was wasting an hour on every morning, and leaves the routing call where it belongs.”
James Wagner
iTeam, ConnectWise partner
LET'S TALK AUTOMATION
Bring your tickets.
See the work handled.
In a demo, we'll show representative tickets through AI ticketing triage so you can see the classification, context and confidence. We'll show the structured tags written to your PSA fields, ready for your dispatcher.
Walkthrough
Product walkthrough
Your quote
Bring us the process you most want to stop doing by hand.