Processors

Flip a switch. Remove every blind spot.

18 AI processors run on every ticket automatically. Summarize, classify, prioritize, and route — no configuration required, just turn them on.

Read the docs
Junto AI Features settings — toggle processors on and off
Triage Pipeline

6 phases, 18 processors

From intake to resolution

Intake

Run immediately when a ticket is created

2
Sentiment & Tone Analyzer

Detects customer frustration, urgency, and emotional tone in communications.

Issue / Request Classifier

Determines whether a ticket is an issue or a service request.

Enrichment

Add context, classify, and prepare the ticket for triage

7
AI Summarization

Generates a concise summary of the ticket content.

Category & Tag Extractor

Extracts technical categories and suggests relevant tags.

Entity Extraction

Extracts persons, devices, applications, and vendors from signal content.

Ticket Type Classifier

Classifies ticket type, subtype, and item from available board options.

Priority Classifier

Classifies ticket priority using enrichment data from prior processors.

Automation Potential

Evaluates how automatable the ticket is by the AI agent.

Triage Assistant

Posts a structured triage note with insights from all processors.

Routing

Route and assign tickets to the right place

1
Catchall Ticket Router

Evaluates tickets from catchall company and routes to the correct company or closes as noise.

Continuous

Run on every ticket update throughout its lifecycle

2
Description Updater

Updates the signal description as new messages and notes arrive.

Ticket Activity Analyzer

Classifies ticket activities and computes communication quality metrics.

Resolution

Analyze and learn when tickets are resolved

3
Resolution Summary

Posts a structured resolution note with service quality insights.

Resolution Comparison

Compares the AI-proposed resolution against what the technician actually did.

Service Catalog Classification

Classifies resolved tickets into Category, Service, and Task hierarchy.

Analytics

Scheduled background analysis and notifications

3
Weekly Time Entry Nudge

Sends weekly reminders to technicians with gaps in ConnectWise time entries.

Ticket Health Evaluator

Scans in-progress tickets to surface operational health problems.

Advisor Notifications

Sends notifications when KB documentation or automation recommendations are created.

Frequently Asked Questions

Stop triaging tickets by hand.

Let 18 processors handle the grunt work. Every ticket arrives enriched, classified, and ready for action.

Read the docs