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Operate & Automate · Workflow

Ticket-to-Initiative Escalation

Cluster repeated ticket patterns and prepare strategic roadmap initiatives for review.

Lifecycle Manager
Requires MCP2 tools

Needs an LLM client connected to ScalePad MCP — Claude Desktop, Cursor, Windsurf or similar. Without it the assistant cannot call the recipe's tools.list_tickets, create_initiative

User prompt

2 inputs to fill
Pull the last 90 days of tickets for [CLIENT NAME]. Identify recurring issues or systemic patterns. For any pattern that represents a strategic risk, propose a new initiative, assign to me, link to the most relevant goal, and target Q[X].

Overview

This workflow is intended to translate recurring support patterns into strategic roadmap work instead of leaving them buried in ticket history.

When to use

Use it when repeated issues suggest a larger client risk that should become an initiative, not another one-off ticket response.

How to use

  1. 1.Copy the prompt from the action panel.
  2. 2.Replace [Client Name] and any bracketed inputs with the client or review details.
  3. 3.Run the prompt in an assistant connected to ScalePad MCP.
  4. 4.Review and confirm any creates or updates before records change in Lifecycle Manager.

Expected output

  • Recurring ticket themes grouped by pattern.
  • Strategic risks that may warrant roadmap initiatives.
  • Draft initiative recommendations for review.

Recipes are starting points. Adapt them to your environment and validate the output before putting one into practice.

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