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automationintermediate

Signal-to-Decision Coach for Branch Leaders

A guided menu that helps teams decide which branch numbers to trust, spot dirty signals before meetings, and choose when to rely on automation vs human judgment—then offers a quick checklist or a handoff to an analyst.

Calypso
2 integrations

Integrations

Calypso Knowledge BaseWhatsApp

Tags

signal-hygienebranch-metricsdecision-makingattributionautomation-guardrails

Workflow Visualization

Rendered directly from the published workflow JSON.

18 nodes20 connections
CWorkflow settingsFlow ConfigsConfigConfigKB-first decision coaching tohelp teams trust the rightbranch numbe...Trigger: inputDefines the graph defaultsIIncoming messageInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge Base: answe…Knowledge BotResponseResponseUse the Knowledge Base todefine metrics and internal…Mode: defaultFallback enabledIMDecision coaching menuInteractive MessageResponseResponsePick what you’re trying todecide. I’ll help you separatetrustworthy signal from...5 options • Trust this metric? •Spot dirty signalTip: Ask for definitions—I'll use…IFIf: trust_metricIFLogicLogictrust_metric =TRUE -> next FALSE -> waitIFIf: spot_dirty_signalIFLogicLogicspot_dirty_signal =TRUE -> next FALSE -> waitIFIf:…IFLogicLogicautomation_vs_judgm...TRUE -> next FALSE -> waitIFIf: compare_branchesIFLogicLogiccompare_branches =TRUE -> next FALSE -> waitIFIf:…IFLogicLogictalk_to_analyst_now...TRUE -> next FALSE -> waitTGuidance: trust a…Simple MessageResponseResponseQuick trust test (branchmetrics): 1) **Definitionstability:** Has the metric…764 charsTGuidance: spot dirty…Simple MessageResponseResponseDirty-signal radar (before themeeting goes off the rails): -**Too clean:** Perfectly smoot…712 charsTGuidance: automation…Simple MessageResponseResponseWhen to trust automation (andwhen to pull a human in): ✅**Let automation decide** when…536 charsTGuidance: comparing…Simple MessageResponseResponseComparingbranches/conversations/attributionwithout fooling yourself: 1)…708 charsIMQuick actionInteractive MessageResponseResponseChoose an option: I can send acopy-ready checklist, or routeyou to an analyst f...2 options • Send the checklist •Route to analystGood decisions love receipts.IFIf: get_checklistIFLogicLogicget_checklist =TRUE -> next FALSE -> waitIFIf: talk_to_humanIFLogicLogictalk_to_human =TRUE -> next FALSE -> waitTChecklist:…Simple MessageResponseResponseCopy-ready checklist (signal →decision): - **What decision**will change if this number…634 charsFHHandoff: Analytics &…Messenger HandoffHandoffHandoffAnalytics & InsightsRouting you to Analytics &Insights for a quick signal…Routes the conversation to a…

Use the JSON view if you need to inspect or copy the exact structure.

Workflow guide

A practical operator-friendly explanation of how this automation works.

4 sections

How it works

This workflow turns messy metrics, conversations, and branch-level events into decision-ready guidance—without pretending your data is cleaner than it is. It starts by using your Knowledge Base to answer common “what does this metric mean?” questions, then routes people into a practical coaching menu focused on what usually goes wrong first.

The outcome is simple: fewer confident wrong decisions. Users get quick, concrete checks for trusting (or doubting) branch numbers, spotting dirty signal before a meeting goes off the rails, and choosing when automation can decide vs when a human needs to look.

Key features

  • Knowledge Base-first answers for definitions and context before routing into decision coaching
  • Button-based triage menu for common decision scenarios (trust metrics, dirty signal, automation vs judgment, comparisons)
  • A reusable “Quick action” step that offers a checklist or a handoff
  • Optional escalation to a human via routing fallback to an Analytics/Insights team

Step-by-step

  1. Trigger: The workflow starts when a user messages in.
  2. Knowledge Base policy: Calypso answers from your Knowledge Base when it can; otherwise it continues into the coaching menu.
  3. Decision coaching menu: The user picks what they need:
    • Trust (or doubt) a branch metric
    • Spot dirty signal before a meeting
    • Decide when to trust automation vs human judgment
    • Compare branches/conversations/attribution without fooling yourself
    • Talk to an analyst now
  4. Targeted guidance: The workflow sends a practical set of checks and “what usually breaks first” warnings for the chosen scenario.
  5. Quick action: The user can either:
    1. get a compact checklist to copy into notes, or
    2. hand off to an Analytics/Insights team.

Setup requirements

  • Calypso Knowledge Base: Recommended (no special credentials required) so the KB step can answer metric definitions and internal terminology.
  • Routing: Configure a department for escalation (e.g., Analytics & Insights) if you want the handoff option to reach the right team.
  • No external app credentials are required for this workflow.

Ready to use this workflow?

Import this workflow into your Calypso account and start automating your processes.

Go to Calypso