AI Ticket Triage
Every ticket arrives pre-read, prioritized, categorized, and ready for action.
- Summary and intent
- Priority and sentiment
- SLA risk detection
- Missing-context flags

Assist Engine triages, summarizes, categorizes, prioritizes, drafts, and enriches MSP support tickets before a technician burns time hunting for context.
AI analysis
Generated before technician open
User can authenticate to VPN but network drive tokens are stale after password reset. Most likely fix is credential purge, reconnect, and confirm GPO drive mapping.
Priority
Urgent
Category
Identity / VPN
Sentiment
Blocked
I found the likely cause: Windows is holding old cached credentials after the reset. I am going to clear the session tokens, reconnect the VPN, and remap the drive.
Run credential purge, validate Entra sign-in, attach internal note.
VIP contact. Similar issue resolved twice this month.
MSP support pressure
Assist Engine is designed for the operational reality of MSP teams: SLA pressure, repetitive troubleshooting, client-specific context, and documentation debt.
Your team starts by decoding vague subject lines, missing context, and scattered client history.
Stop paying your best people to manually sort password resets, mailbox issues, and stale VPN tickets.
Past fixes, SLA pressure, VIP contacts, and recurring pain rarely meet in one place before action.
Resolved tickets should become reusable operational knowledge, not another forgotten thread.
Managers find hot tickets after the window is already tight and the client is already frustrated.
Recurring issues and noisy clients quietly consume capacity until the team is already overloaded.
The system does the repetitive pre-work so technicians spend more time resolving and less time reconstructing what happened.
STEP 1
Email, portal, or phone-created tickets land in one triage queue with client and requester context.
STEP 2
Assist Engine detects category, urgency, sentiment, missing detail, and likely SLA exposure.
STEP 3
Client history, prior fixes, VIP status, and recurring issue patterns are pulled into view.
STEP 4
The ticket opens with summary, root cause ideas, next steps, internal note, and draft reply.
STEP 5
Useful fixes feed documentation, analytics, and future AI context for the next similar ticket.
Built around MSP workflows
Assist Engine treats AI as the operating layer for support: triage, context, technician assistance, automation, analytics, and documentation.
Every ticket arrives pre-read, prioritized, categorized, and ready for action.

Draft technician-grade replies before your tech opens the ticket.

Route, escalate, and follow up without forcing managers to babysit the queue.

See which clients, categories, and recurring issues are quietly burning your team's time.

Turn resolved tickets into SOPs, reusable fixes, and better future AI context.

Click through realistic MSP tickets and watch the AI analysis panel update with triage, root cause, SLA risk, and a technician-ready reply.
Incoming tickets
Sorted by AI risk score
TICKET ANALYSIS
Northwind Dental / Mia R. / Unassigned
Priority
High
Category
Identity
Sentiment
Frustrated
SLA risk
Moderate
Likely stale Microsoft 365 session tokens after password reset combined with cached Outlook profile credentials.
I can see this started right after the password reset. I am going to clear the saved Office sessions, refresh the Outlook profile token, and confirm sign-in is stable before closing this out.
Internal note
Attach analysis to ticket timeline
Automation
Route to matching specialist
Pricing
No per-agent fees that punish team growth. Start free, upgrade when you're ready.
Get started with the basics
For growing MSP teams
For larger operations
All plans include a 30-day free trial. No credit card required.
Founder-led proof

Alex Menne
Founder, Assist Engine
“MSP teams do not need another generic inbox. They need a system that understands the ticket, the client, the SLA, and the operational pattern before the tech starts typing.”
Assist Engine is positioned as serious MSP operations software: ticketing, AI workups, automations, documentation, analytics, and security-aware workflows in one product story.
MSP operations context
Technician workflow first
Security-aware design
30-day free trial. No credit card required. See ticket summaries, SLA risk, drafts, and recurring issue signals without betting the help desk on a long migration.