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automationintermediate

Branch Signal Sensemaking Coach

An operator-friendly decision assistant that helps teams sort trustworthy branch signals from polished noise, spot dirty data before meetings, and choose when to rely on automation vs human judgment.

Calypso
2 integrations

Integrations

WhatsAppCalypso Inbox

Tags

signal-qualitybranch-metricsdecision-makingdata-hygieneattributionops-insights

Workflow Visualization

Rendered directly from the published workflow JSON.

22 nodes25 connections
CWorkflow settingsFlow ConfigsConfigConfigGuided coaching to help teamsdecide what branch signalsdeserve trus...Trigger: inputDefines the graph defaultsIStartInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge base…Knowledge BotResponseResponseYou help teams turn messybranch signals into trustworth…Mode: defaultFallback enabledIMDecision menuInteractive MessageResponseResponsePick what you’re trying todecide. I’ll help youpressure-test the signal…6 options • Trustworthy numbe...• Spot dirty signalTip: when data looks unusually…IFIf: metric trustIFLogicLogicmetric_trust =TRUE -> next FALSE -> waitIFIf: dirty signalIFLogicLogicdirty_signal =TRUE -> next FALSE -> waitIFIf: automation vs…IFLogicLogicauto_vs_human =TRUE -> next FALSE -> waitIFIf: compare branchesIFLogicLogiccompare_branches =TRUE -> next FALSE -> waitIFIf: signal cultureIFLogicLogicsignal_culture =TRUE -> next FALSE -> waitIFIf: talk to humanIFLogicLogictalk_to_human =TRUE -> next FALSE -> waitTGuidance: which…Simple MessageResponseResponseHere’s the fast way to tellwhich branch numbers deservetrust vs polished noise: 1)…918 charsTGuidance: spot dirty…Simple MessageResponseResponseDirty signal usually shows upwearing a suit. Here are thetells *before* a confident…933 charsTGuidance: automation…Simple MessageResponseResponseWhen to trust automation vswhen to keep a human in theloop: **Automation is great…872 charsTGuidance: compare…Simple MessageResponseResponseBranch comparisons are wheresmart teams accidentally rewardthe wrong behavior. Use these…950 charsTGuidance: build signa…Simple MessageResponseResponseA strong signal culture helpsdecisions happen (not justslides). Start here: -…833 charsIMFollow-up optionsInteractive MessageResponseResponseWant another angle, or shouldwe pull in a human for review?2 options • Start over •Escalate to a hum...High-stakes + high-uncertainty is…IFIf: start overIFLogicLogicback_to_menu =TRUE -> next FALSE -> waitIFIf: escalate handoffIFLogicLogicescalate_handoff =TRUE -> next FALSE -> waitTStart over…Simple MessageResponseResponseTo start over, send a newmessage and I’ll show thedecision menu again. (Keeping…137 charsFHHandoff to…Messenger HandoffHandoffHandoffAnalytics & OpsHanding this over to a human forreview. Please share: (1) which…Routes the conversation to a…TUnknown selection…Simple MessageResponseResponseI didn’t catch that selection.Please tap one of the buttonsin the menu so I can route you…115 charsTUnknown selection…Simple MessageResponseResponseI didn’t catch that. Choose**Start over** or **Escalate toa human**.70 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 “messy evidence” (branch numbers, conversation notes, attribution claims, and ad-hoc anecdotes) into decision-ready guidance—without pretending every dataset is clean just because it’s formatted.

Customers (or internal teams) choose what they’re trying to decide from a menu. Calypso first applies your Knowledge Base guidance (definitions, metric rules, and policy), then routes them to targeted coaching that helps them pressure-test the signal before they walk into a confident-but-wrong meeting.

Key features

  • Uses a Knowledge Base policy first, so responses stay consistent with your measurement definitions and business rules.
  • Menu-based routing with decision-shaped options (metric trust, dirty signal detection, automation vs judgment, branch comparisons, signal culture).
  • Practical checklists that call out the most common “looks fine until it isn’t” failure modes.
  • A single follow-up menu after each answer to either return to the main menu or escalate to a human.
  • Built-in handoff path to route ambiguous or high-stakes cases to your Analytics/Ops team.

Step-by-step

  1. Trigger: A user starts the flow (incoming message).
  2. Knowledge base alignment: Calypso applies your Knowledge Base policy to anchor definitions and tone.
  3. Choose the decision: The user selects what they need help with from the interactive menu.
  4. Route to the right coaching path: The workflow checks which button they clicked and sends the matching guidance.
  5. Follow-up options: After the guidance, the user can either return to the main menu or escalate for human review.
  6. Escalation (optional): If requested, the workflow hands off to the specified department with a clear handoff message.

Setup requirements

  • A connected messaging channel in Calypso (e.g., WhatsApp or Calypso Inbox) that supports interactive buttons.
  • A published Knowledge Base with your metric definitions, branch reporting rules, attribution conventions, and escalation guidelines.
  • No additional credentials are required to deploy this workflow.

Ready to use this workflow?

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

Go to Calypso