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Empathetic complaint replies, approved by a manager

Spots complaints, summarises the grievance for the manager, then drafts an empathetic reply that acknowledges the problem without admitting liability or promising compensation. The reply is only saved once a manager approves; if rejected, nothing leaves.

By
Loop & Roll team · Official
Copied
0 times
Steps
6
Version
1 · 18 October 2026
Requires
Loop & Roll 1.0.0 or later

Workflow graph

Empathetic complaint replies, approved by a manager Hover a node to see its role · Drag to move the graph
Email receivedEmail receivedEmail receivedDetect complaints — CategorizeDetect complaintsCategorizeComplaintotherModelSummarise the grievance — SummarizeSummarise the griev…SummarizeModelDraft an empathetic reply — Compose (AI)Draft an empathetic r…Compose (AI)ModelManager approval — ApprovalManager approvalApprovalapprovedrejectedSave the approved reply as a draft — SendSave the approved re…SendOpenAI — OpenAI (GPT)OpenAIgpt-5-mini
Empathetic complaint replies, approved by a manager

How it works

  1. 1

    Email received

    trigger.email

  2. 2

    Detect complaints

    ai.categorize

  3. 3

    Summarise the grievance

    ai.summarize

  4. 4

    Draft an empathetic reply

    ai.compose

  5. 5

    Manager approval

    flow.approval

  6. 6

    Save the approved reply as a draft

    mail.send

What you will fill in after import

Nothing personal travels with a template: connections, mailboxes, tables and recipients are left blank for you to pick in your instance.

Mailboxes to choose
Save the approved reply as a draft · mailbox
Connections to choose
OpenAI · connection (llm_provider)