Back to Workflows
automationintermediate

Branch Signal Decision Field Guide

An interactive decision helper that turns messy branch metrics, conversations, and attribution into practical next steps—before polished noise creates confident wrong decisions.

Calypso
1 integrations

Integrations

Calypso Knowledge Base

Tags

signal-qualitybranch-metricsdecision-makingdirty-dataattributionautomation-guardrails

Workflow Visualization

Rendered directly from the published workflow JSON.

17 nodes15 connections
CWorkflow settingsFlow ConfigsConfigConfigInteractive helper to vetbranch signals, catch dirtydata, and decid...Trigger: inputDefines the graph defaultsIStartInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge base…Knowledge BotResponseResponseUse our documented definitionsfirst (metrics, attribution,…Mode: defaultFallback enabledIMChoose a decision…Interactive MessageResponseResponsePick what you’re trying todecide. I’ll help you separatetrustworthy branch numb...6 options • Trust branch numb...• Spot dirty signalsHigh-stakes? Choose “Talk to…IFIf: trust branch…IFLogicLogictrust_branch_number...TRUE -> next FALSE -> waitTTrustworthy branch…Simple MessageResponseResponseHere’s what usually deservestrust (and what’s polishednoise): Decision‑grade branch…823 charsIFIf: spot dirty signalIFLogicLogicspot_dirty_signal =TRUE -> next FALSE -> waitTDirty signal tripwiresSimple MessageResponseResponseDirty data rarely waves a flag.It usually wears a suit andcarries a KPI. Fast tripwires…781 charsIFIf: automation vs…IFLogicLogicautomation_vs_judgm...TRUE -> next FALSE -> waitTWhen to trust…Simple MessageResponseResponseAutomation is great at doingthe same thing reliably. It’sterrible at knowing when ‘same…787 charsIFIf: compare branches…IFLogicLogiccompare_attribution...TRUE -> next FALSE -> waitTComparisons &…Simple MessageResponseResponseWhere teams misread comparisons(over and over): 1) Comparingbranches without normalizing -…874 charsIFIf: build signal…IFLogicLogicsignal_culture =TRUE -> next FALSE -> waitTBuild a signal cultur…Simple MessageResponseResponseA healthy signal cultureproduces decisions quickly—andmakes it hard for bad data to…587 charsIFIf: handoff to…IFLogicLogichandoff_analytics_o...TRUE -> next FALSE -> waitFHHandoff: Analytics OpsMessenger HandoffHandoffHandoffAnalytics OpsGot it—looping in Analytics Opsfor a human read. Please share:…Routes the conversation to a…TNo selection guidanceSimple MessageResponseResponseTap one of the buttons so I canroute you to the right decisioncheck. If this is urgent or…132 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 acts like a “meeting-safe” signal advisor: it answers the real questions people ask right before decisions get made—Which numbers can we trust? What’s probably dirty? When should we let automation run?—without turning it into an academic lecture.

It starts with a Knowledge Base step to ground responses in your team’s agreed definitions (what counts as a lead, how branches are compared, what attribution model is official). Then it routes users through a button-based menu into short, decision-shaped guidance and checks. Each answer loops back to the menu so leaders can pressure-test multiple angles quickly.

Key features

  • Knowledge Base–first responses to keep definitions consistent before routing into guidance.
  • Button menu for fast triage (trustworthy branch numbers, dirty signals, automation vs judgment, attribution comparisons, and signal culture).
  • “One-screen” reality checks designed to catch polished noise before it gets slide-deck authority.
  • Loops back to the menu after each answer so users can run multiple checks in one session.
  • Optional human handoff to an Analytics Ops / Data team when a decision is high-stakes or the signal is disputed.

Step-by-step

  1. Trigger: A user starts the workflow.
  2. Knowledge Base policy: The workflow consults your Knowledge Base to align on definitions and avoid “same word, different metric” problems.
  3. Decision menu: The user chooses what they need:
    • Which branch numbers deserve trust
    • How to spot dirty signal
    • Automation vs human judgment
    • Comparing branches, conversations, and attribution
    • Building a signal culture (decisions, not slides)
    • Talk to Analytics Ops
  4. Guidance response: The workflow sends a focused checklist and practical advice for the selected path.
  5. Repeat or hand off: After most answers, the workflow returns to the menu. If the user selects Talk to Analytics Ops, it hands off to the configured department.

Setup requirements

  • Calypso Knowledge Base: Recommended (this workflow assumes you have at least basic metric definitions and reporting rules documented).
  • Department routing: If you want human handoff, ensure the Analytics Ops (or equivalent) department exists in Calypso and update the department ID/name in the fallback node.
  • Credentials: None required.

Ready to use this workflow?

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

Go to Calypso