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Dirty Signal Decision Coach

An interactive decision assistant that helps teams quickly test branch numbers for trustworthiness, spot dirty signals before meetings, and choose when to rely on automation vs human judgment.

Calypso
2 integrations

Integrations

Calypso Knowledge BaseWhatsApp Business

Tags

signal-qualitybranch-metricsdecision-systemsdata-hygieneattribution

Workflow Visualization

Rendered directly from the published workflow JSON.

16 nodes15 connections
CFlow settingsFlow ConfigsConfigConfigInteractive decision checks forbranch signals: trust tests,dirty-si...Trigger: inputDefines the graph defaultsIIncoming messageInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge Base…Knowledge BotResponseResponseUse our internal metricdefinitions and branch event…Mode: defaultFallback enabledIMDecision check menuInteractive MessageResponseResponsePick what you’re trying todecide. I’ll help youpressure-test the signal…6 options • Trust these numbe...• Spot dirty signalsHigh stakes? Talk to a human.IFIf: trust numbersIFLogicLogictrust_numbers =TRUE -> next FALSE -> waitTTrust check: numbersSimple MessageResponseResponseHere’s how to tell*decision-worthy* branchnumbers from polished noise: 1…939 charsIFIf: dirty signalIFLogicLogicdirty_signal =TRUE -> next FALSE -> waitTDirty signal: fast…Simple MessageResponseResponseDirty signal usually looks*clean* until it hits a slidedeck. Run these fast checks: -…822 charsIFIf: automation vs…IFLogicLogicautomation_judgment...TRUE -> next FALSE -> waitTAutomation vs judgmentSimple MessageResponseResponseWhen to trust automation vswhen you still need humanjudgment: **Trust automation…749 charsIFIf: compare branchesIFLogicLogiccompare_branches =TRUE -> next FALSE -> waitTCompare branches &…Simple MessageResponseResponseComparing branches is whereteams accidentally compare*measurement systems* instead…855 charsIFIf: signal cultureIFLogicLogicsignal_culture =TRUE -> next FALSE -> waitTBuild signal cultureSimple MessageResponseResponseA healthy signal culture isn’t“more dashboards.” It’s fasterdecisions with fewer surprises…841 charsIFIf: talk to a humanIFLogicLogichuman_help =TRUE -> next FALSE -> waitFHHandoff to analystMessenger HandoffHandoffHandoffAnalytics OpsGot it. I’m handing this to ahuman for a quick reality check…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 branch signals (numbers, conversations, and event logs) into decision-ready next steps—without pretending the data is cleaner than it is. It starts by applying your Knowledge Base guidance, then offers a simple menu that routes people to the right “trust check” playbook.

It’s designed for the moment right before someone says, “Looks good—let’s do it.” That’s exactly when bad data behaves like good data. This flow helps teams slow down just enough to avoid confident wrong decisions, while still keeping momentum.

Key features

  • Knowledge Base policy applied before routing so answers stay aligned with your internal definitions and guardrails.
  • Button-driven menu that routes users into concrete, decision-shaped checks (trust, dirty signal, automation vs judgment, comparisons, culture).
  • Practical “what to verify next” prompts that focus on common failure modes (timing shifts, attribution leakage, conversation bias).
  • Loop-back design: after each coaching response, users can pick another check without restarting.
  • Human handoff option for high-stakes or ambiguous cases.

Step-by-step

  1. Trigger: The workflow starts when a user opens the flow (Input).
  2. Apply Knowledge Base policy: Calypso activates your Knowledge Base guidance to keep definitions consistent (e.g., what counts as a branch event, what “conversion” means).
  3. Choose a decision check: An interactive button menu asks what the user is trying to decide.
  4. Route based on selection: A chain of IF nodes matches the button clicked and sends the user to the relevant guidance.
  5. Deliver the coaching prompt: A text message provides specific checks and “don’t-get-fooled” tips.
  6. Continue or escalate: After reading, the user is returned to the menu to run another check—or can choose Talk to a human to hand off.

Setup requirements

  • Calypso Knowledge Base: Recommended. Add/maintain entries for your metric definitions, branch event taxonomy, attribution rules, and known data caveats.
  • Messaging channel: This template is designed for an interactive messaging channel (e.g., WhatsApp Business) enabled in Calypso.
  • Credentials: No additional credentials are required inside this workflow beyond your existing Calypso channel and Knowledge Base access.

Ready to use this workflow?

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

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