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Processors

Processors are configurable AI modules that automatically analyze incoming tickets (signals) in Junto. When a new ticket arrives or is updated, enabled processors run against it to extract insights, classify content, and route tickets without manual intervention.

How Processors Work

When a new signal arrives or is updated, Junto checks whether each processor is enabled and executes it. Results are stored as structured metadata on the signal.

Processors run in a defined order and can be enabled or disabled independently per organization.

Available Processors

ProcessorDefaultDescription
Issue / Request ClassifierEnabledClassifies tickets as an issue or a service request
Category & Tag ExtractorEnabledExtracts technical categories and tags
Entity ExtractionEnabledIdentifies people, devices, applications, and vendors
Sentiment & Tone AnalyzerEnabledDetects frustration, urgency, and emotional tone
AI SummarizationEnabledGenerates concise ticket summaries
Description UpdaterDisabledRewrites ticket descriptions as new information arrives
Automation PotentialEnabledScores how automatable a ticket is
Ticket Type ClassifierDisabledMaps tickets to ConnectWise type, subtype, and item
Triage NoteDisabledGenerates an AI-powered triage summary with suggested next steps
Catchall Ticket RouterDisabledRoutes tickets from catchall boards to the correct company
AI Resolution SummaryDisabledCreates a structured resolution note when tickets are resolved or closed

Configuration

All processors can be enabled or disabled through Junto settings. Some processors have additional configuration options — see each processor's page for details.