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automationintermediate

Branch Signal Reliability Advisor

An interactive decision coach that helps teams judge which branch metrics to trust, spot dirty signals early, and choose when to rely on automation vs. human judgment.

Calypso
2 integrations

Integrations

WhatsAppCalypso Knowledge Base

Tags

signal-qualitybranch-metricsdecision-supportattributiondata-hygieneops-coaching

Workflow Visualization

Rendered directly from the published workflow JSON.

21 nodes24 connections
CWorkflow settingsFlow ConfigsConfigConfigGuided WhatsApp decision coachfor evaluating branch signals,attribu...Trigger: inputDefines the graph defaultsIInbound messageInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge Base: signa…Knowledge BotResponseResponseMode: defaultFallback enabledFallback enabledIMChoose what you’re…Interactive MessageResponseResponsePick the decision you’re tryingto make. I’ll give you the 3–5checks that catch...6 options • Trust branch #s •Dirty signalTip: If it feels "too clean," it…IFIf: trust branch…IFLogicLogicTRUST_NUMBERS =TRUE -> next FALSE -> waitIFIf: spot dirty signalIFLogicLogicDIRTY_SIGNAL =TRUE -> next FALSE -> waitIFIf: automation vs…IFLogicLogicAUTO_VS_HUMAN =TRUE -> next FALSE -> waitIFIf: messy evidence to…IFLogicLogicMESSY_EVIDENCE =TRUE -> next FALSE -> waitIFIf: comparison &…IFLogicLogicMISREAD_COMPARE =TRUE -> next FALSE -> waitIFIf: build signal…IFLogicLogicSIGNAL_CULTURE =TRUE -> next FALSE -> waitTGuidance: which branc…Simple MessageResponseResponseBranch numbers that deservetrust usually have*friction*—they can be…854 charsTGuidance: spot dirty…Simple MessageResponseResponseDirty signal rarely announcesitself. It shows up as*confidence without cost*.…807 charsTGuidance: automation…Simple MessageResponseResponseAutomation is great at*consistent rules*. Humans arebetter at *exception handling…750 charsTGuidance: messy…Simple MessageResponseResponseCleaning can accidentally erasethe truth—especially when themess *is the signal*. How to…709 charsTGuidance: comparison…Simple MessageResponseResponseTeams misread comparisonsbecause they compare *outputs*while ignoring *inputs*. Commo…864 charsTGuidance: build a…Simple MessageResponseResponseA healthy signal culturedoesn’t produce moredashboards. It produces faster…685 charsIMNext stepInteractive MessageResponseResponseWant another signal check, orshould we route this to a humanfor a quick read?2 options • Another topic •Insights DeskIf the decision is high-stakes,…IFIf: another topicIFLogicLogicBACK_MENU =TRUE -> next FALSE -> waitTHow to get the menu…Simple MessageResponseResponseTo pick another topic, justsend a new message (anythingworks). I’ll bring back the…189 charsFHHandoff: Insights DeskMessenger HandoffHandoffHandoffInsights DeskRouting you to the InsightsDesk. Please share: the…Routes the conversation to a…TIf nothing matchedSimple MessageResponseResponseI didn’t catch that selection.Please choose one of thebuttons so I can give the righ…95 chars

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 “we have numbers” into “we have decisions we can defend.” It starts with a Knowledge Base pass for quick answers, then guides the user through a short menu of decision-shaped signal checks—focused on branch performance, conversations, and attribution.

It’s designed for the real world: where bad data often looks perfectly professional until someone presents it with confidence. The workflow helps operators spot polished noise, keep messy evidence honest, and escalate to a human when the situation needs judgment.

Key features

  • Knowledge Base-first responses for fast, consistent guidance before routing logic runs
  • A simple WhatsApp button menu that keeps the conversation decision-shaped (not academic)
  • Practical “trust tests” for branch numbers, attribution comparisons, and conversation-driven signals
  • A single “Next steps” prompt that loops back to the menu or escalates to a human
  • Built-in handoff to an Insights Desk when the signal is high-stakes, time-sensitive, or ambiguous

Step-by-step

  1. Trigger: The workflow starts when a message enters the flow.
  2. Knowledge Base policy: Calypso attempts to answer using your Knowledge Base. If it can’t, the flow continues to guided prompts.
  3. Choose a coaching track: The user picks one option from a WhatsApp button menu:
    • Which branch numbers deserve trust
    • How to spot dirty signal early
    • When to trust automation vs. human judgment
    • How to turn messy evidence into usable insight
    • What teams misread in comparisons & attribution
    • How to build a signal culture that leads to decisions
  4. Get a decision-ready response: The workflow sends a concise checklist and “what usually goes wrong first” guidance for the chosen track.
  5. Next steps: The user chooses:
    • Back to menu (loop to the main menu), or
    • Talk to Insights Desk (handoff to a human).

Setup requirements

  • WhatsApp channel connected to Calypso (for interactive button messages).
  • Calypso Knowledge Base enabled and populated with your internal definitions (metrics, branch taxonomy, attribution rules, data sources).
  • Insights Desk handoff destination (set the department name/ID in the fallback node).
  • No additional credentials are required beyond your Calypso channel and Knowledge Base access.

Ready to use this workflow?

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

Go to Calypso