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Serval continuously learns from your ticket patterns and suggests ways to improve your help desk. When Serval identifies an opportunity for an automation from a ticket that was manually resolved, it creates a suggestion for you to review. This allows Serval to automate the automation and scale your Serval instance even faster.

What Serval Can Suggest

Suggestions panel showing AI-recommended guidance and workflow improvements

Review AI-generated suggestions to improve your help desk automations

Where to Find Suggestions

Suggestions appear in two places:

In Guidance

When you open your team’s Guidance section, a suggestions panel appears if there are pending suggestions. Click Review to expand and see the details.

In Workflows

On the Workflows page, click the Review Suggestions button in the header to see pending workflow and automation suggestions.
Both locations show the same suggestions—use whichever is most convenient.

Reviewing Suggestions

When you open suggestions, you’ll see:
  1. Suggestion List — All pending suggestions on the left
  2. Suggestion Detail — The selected suggestion’s content on the right
  3. Source Info — The ticket(s) that triggered this suggestion
For each suggestion, you can:
ActionWhat It Does
AcceptCreates the guidance, workflow, or connection automatically
Edit & AcceptModify the suggestion before accepting
DismissRemove the suggestion (won’t be shown again)
Dismissed suggestions are saved in history so you can review past decisions.

How Suggestions Work

  1. Serval analyzes tickets — As tickets come in, Serval looks for patterns
  2. Patterns trigger suggestions — When Serval sees repeated questions or manual processes, it creates a suggestion
  3. You review and decide — Accept helpful suggestions, dismiss ones that don’t fit
  4. Your help desk improves — Accepted suggestions become active guidance or workflows

Best Practices

Check suggestions at least weekly. The more you accept, the more Serval learns about what’s useful for your team.
Suggestions are starting points. Edit the guidance or workflow to match your exact processes before accepting.
If a suggestion isn’t relevant, dismiss it. Serval won’t suggest the same thing again, and you can always create guidance manually later.
Review the tickets that triggered a suggestion to understand the context before accepting.

Suggestion History

View past suggestions—including accepted and dismissed ones—by clicking History in the suggestions panel. This helps you:
  • Track what automations came from suggestions
  • Revisit dismissed suggestions if your needs change
  • Audit how Serval’s recommendations have shaped your help desk