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Freddy Copilot learning sources and refresh timelines

Modified on: Sat, 20 Dec, 2025 at 8:28 AM

TABLE OF CONTENTS

Freddy Copilot uses historical ticket data and knowledge resources to power features such as suggestions, field recommendations, and solution article generation. Understand what Freddy learns from, when learning starts, and how often data is refreshed, so you can predict and manage responses after enabling these capabilities.

Freddy learning sources and refresh timelines

Parent capability

Data considered

Initial setup time (from feature enablement)

Refresh frequency

Reply Suggester

Resolved tickets updated in the last 180 days

Up to 36 hours

Up to 36 hours

Solution articles

Up to 2 hours

Near real-time

Similar Ticket Suggester

Recently resolved tickets

Up to 6 hours

Near real-time

Ticket Field Suggester

Not time-based. Available only when your account has enough data for Freddy to learn from.

Up to 1 month

Resolved tickets

Solution Article Generator

Publicly available solution content

Available immediately

Not applicable

Recently resolved tickets

Up to 36 hours

Up to 36 hours


Common reasons for delayed Copilot suggestions

Use the following checks to understand common reasons for delayed or unavailable Copilot suggestions:

  • Verify that the Copilot feature is enabled for your account.

  • Allow time for initial learning, which can take from a few hours to several days, depending on the capability.

  • Be aware that learning from solution articles completes faster than learning from resolved tickets.

  • Ensure your account has a sufficient number of resolved tickets, as some capabilities (such as Ticket Field Suggester) require adequate historical data.

  • Wait for the next data refresh cycle, as recent updates may not appear immediately.