CUSTOMER SUPPORT

Front VIP Negative Sentiment to CSM Call Booking

When a VIP account sends a negative Front message, drafts an empathetic CSM reply and books a recovery call on the owning CSM's calendar, then sends the customer the booking link.

CategoryCustomer Support
EngineSim + Paperclip
Difficultyadvanced
Triggerevent
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerNew inbound Front messageFront
  • LogicContinue only for VIP accounts
  • ActionScore sentiment + draft empathetic replyOpenAI
  • ActionCreate recovery-call hold on CSM calendarGoogle CalendarGoogle Calendar
  • OutputSend reply + booking link, assign to CSM in FrontFront

What it does

For named VIP accounts only, detects negative sentiment in Front, drafts an empathetic acknowledgment for the owning CSM, and proposes a recovery call by placing a hold on that CSM's Google Calendar and sending the customer a booking link inside the Front thread.

When to use it

Use it for a small list of strategic accounts where the right response to frustration is a fast, personal conversation rather than a ticket reply. It compresses the gap between a bad message and a calendar invite.

How it works

  1. 1A new inbound message on a Front conversation fires the trigger.
  2. 2A logic step checks the contact against the VIP account list and exits if not VIP.
  3. 3OpenAI scores sentiment and, if negative, drafts an empathetic CSM-voiced reply.
  4. 4Google Calendar finds the owning CSM's open slots and creates a tentative recovery-call hold.
  5. 5Front sends the customer the drafted reply plus the self-serve booking link and assigns the thread to the CSM.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect FrontShared inbox, conversations.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect Google CalendarEvents, attendees, availability.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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