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automationintermediate

Branch Signal Decision Clinic

An interactive decision coach that helps operators and leaders sort trustworthy branch signals from polished noise, spot dirty data early, and choose when to rely on automation vs human judgment.

Calypso
2 integrations

Integrations

Calypso Knowledge BaseCalypso Inbox

Tags

signal-qualitydecision-makingbranch-metricsdata-hygieneattributionops-leadership

Workflow Visualization

Rendered directly from the published workflow JSON.

37 nodes46 connections
CWorkflow settingsFlow ConfigsConfigConfigInteractive decision checks forbranch metrics, dirty signals,attrib...Trigger: inputDefines the graph defaultsIStartInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge Base…Knowledge BotResponseResponseUse our Knowledge Basedefinitions for branch metrics…Mode: defaultFallback enabledIMChoose a signal checkInteractive MessageResponseResponsePick the check you need. Builtfor real decisions—when thenumbers look tidy but...6 options • Trustworthy numbe...• Dirty signal checkStart with the decision, not the…IFRoute: numbers you ca…IFLogicLogictrust_numbers =TRUE -> next FALSE -> waitIFRoute: spot dirty…IFLogicLogicspot_dirty =TRUE -> next FALSE -> waitIFRoute: automation vs…IFLogicLogicauto_vs_human =TRUE -> next FALSE -> waitIFRoute: messy evidenceIFLogicLogicmessy_evidence =TRUE -> next FALSE -> waitIFRoute: comparison…IFLogicLogiccompare_misreads =TRUE -> next FALSE -> waitIFRoute: signal cultureIFLogicLogicsignal_culture =TRUE -> next FALSE -> waitTClinic: which branch…Simple MessageResponseResponse**Which branch numbers deservetrust (and which are polishednoise)** Use this quick trust…1165 charsTClinic: spot dirty…Simple MessageResponseResponse**How to spot dirty signalbefore a confident meeting goesoff the rails** Dirty data…934 charsTClinic: when to trust…Simple MessageResponseResponse**When leaders should trustautomation (and when humansstill need to decide)** Trust…940 charsTClinic: messy evidenc…Simple MessageResponseResponse**How to turn messy evidenceinto usable insight (withoutcleaning away the truth)**…826 charsTClinic: what teams…Simple MessageResponseResponse**What teams repeatedly misreadwhen comparing branches,conversations, and…1056 charsTClinic: build a signa…Simple MessageResponseResponse**How to build a signal culturethat helps decisions happen(not just slides)** Culture…818 charsIMNext stepInteractive MessageResponseResponseRun one more check, or handthis to a human owner if it’stied to incentives, pol...2 options • Another check • Talkto a humanIFRoute: another checkIFLogicLogicback_to_menu =TRUE -> next FALSE -> waitIFRoute: talk to a humanIFLogicLogictalk_to_human =TRUE -> next FALSE -> waitIMChoose another checkInteractive MessageResponseResponseOne more pass—choose the areamost likely to embarrass yourdashboard in public.6 options • Trustworthy numbe...• Dirty signal checkIf it’s high-stakes, use the…IFRoute 2: trustworthy…IFLogicLogictrust_numbers_2 =TRUE -> next FALSE -> waitIFRoute 2: dirty signalIFLogicLogicspot_dirty_2 =TRUE -> next FALSE -> waitIFRoute 2: automation v…IFLogicLogicauto_vs_human_2 =TRUE -> next FALSE -> waitIFRoute 2: messy…IFLogicLogicmessy_evidence_2 =TRUE -> next FALSE -> waitIFRoute 2: comparison…IFLogicLogiccompare_misreads_2 =TRUE -> next FALSE -> waitIFRoute 2: signal…IFLogicLogicsignal_culture_2 =TRUE -> next FALSE -> waitTClinic 2: numbers you…Simple MessageResponseResponse**Trustworthy numbers (secondpass)** Quick rule: if themetric can be “improved” by…466 charsTClinic 2: spot dirty…Simple MessageResponseResponse**Dirty signal (second pass)**Two fast checks that catch mosttracking problems: -…447 charsTClinic 2: automation…Simple MessageResponseResponse**Automation vs judgment(second pass)** Use automationfor repeatable, low-drama…365 charsTClinic 2: messy…Simple MessageResponseResponse**Messy evidence → insight(second pass)** Don’t “clean”away uncertainty—**contain**…361 charsTClinic 2: comparison…Simple MessageResponseResponse**Comparison traps (secondpass)** Before comparingbranches, standardize: -…301 charsTClinic 2: signal…Simple MessageResponseResponse**Signal culture (secondpass)** The fastest cultureupgrade: normalize saying **“I…360 charsIMWrap upInteractive MessageResponseResponseWant to escalate this toOperations, or end here andrestart the clinic anytime?2 options • End & restart lat...• Talk to a humanIFRoute: endIFLogicLogicrestart_later =TRUE -> next FALSE -> waitIFRoute: talk to a huma…IFLogicLogictalk_to_human_2 =TRUE -> next FALSE -> waitTEnd noteSimple MessageResponseResponseAll set. If you want to runthis clinic again, start theworkflow from the Inbox and…258 charsFHHandoff to OperationsMessenger HandoffHandoffHandoffOperationsGot it. This looks like it needsa human check (definitions,…Routes the conversation to a…

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Workflow guide

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

4 sections

How it works

This workflow is a guided “decision clinic” you can run in Calypso to pressure-test branch numbers, conversation insights, and event signals before they turn into confident wrong decisions. It starts with your Knowledge Base for consistent definitions and then routes people into practical, decision-shaped checks—no academic detours.

Use it when you’re about to compare branches, review attribution, or walk into a meeting where everyone has a neat dashboard and nobody has asked the annoying questions yet.

Key features

  • Starts with a Knowledge Base policy so advice follows your team’s definitions (what counts as a lead, a visit, an assisted conversion, etc.).
  • Button-based menu that routes to specific “trust tests” (numbers, dirty signal, automation vs judgment, messy evidence, comparisons, culture).
  • Each path ends with a next-step chooser: loop back to run another check, or hand off to a human owner.
  • Built-in handoff fallback for cases that need operational judgment or data ownership.

Step-by-step

  1. Trigger: The workflow starts when a user opens the workflow (Input).
  2. Knowledge grounding: A Knowledge Base policy is applied to keep definitions and phrasing consistent.
  3. Choose a check: The workflow presents a menu of decision checks (Interactive Message).
  4. Route to the right clinic: Based on the selected button, an IF node routes to the relevant advice.
  5. Get the decision guidance: The workflow returns a focused checklist and “what usually goes wrong first” guidance (Text Message).
  6. Pick what to do next: A follow-up menu offers to run another check or request human help.
  7. Loop or handoff: Choosing “Run another check” returns to the main menu; choosing “Talk to a human” hands off via Fallback.

Setup requirements

  • Optional but recommended: a populated Calypso Knowledge Base with your metric definitions (conversion, qualified lead, branch visit, attribution rules).
  • No external credentials are required for this workflow as provided.
  • If you use the handoff path, you should have an internal process/owner for the Operations handoff destination.

Ready to use this workflow?

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

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