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Branch Signal Decision Litmus Test

Guide teams from messy branch signals to decision-ready judgment with a menu-driven assistant and optional human handoff.

Calypso
1 integrations

Integrations

Calypso Knowledge Base

Tags

signal-qualitydecision-systemsbranch-kpisdata-hygieneattributionops-analytics

Workflow Visualization

Rendered directly from the published workflow JSON.

16 nodes14 connections
CFlow ConfigsConfigRoutes users to practicalchecks that separatetrustworthy branch sig...Trigger: inputDefines the graph defaultsIUser InputInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge AssistantKnowledge BotResponseResponseHelp the user makedecision-ready sense of branch…Mode: defaultFallback enabledIMChoose a decision…Interactive MessageResponseResponsePick what you’re trying todecide. I’ll give you a quickreliability test (and wh...6 options • Trust the numbers •Dirty signal checkTip: Version KPI definitions.…IFIf: Trust numbersIFLogicLogictrust-numbers =TRUE -> next FALSE -> waitTTrustworthy numbers…Simple MessageResponseResponseReliability check (fast): 1)Definition: is the KPIdefinition stable (versioned),…647 charsIFIf: Spot dirty signalIFLogicLogicspot-dirty-signal =TRUE -> next FALSE -> waitTDirty signal red flagsSimple MessageResponseResponseDirty-signal sniff test (redflags): - A sudden step-changewith no operational story (new…636 charsIFIf: Automation vs…IFLogicLogicautomation-vs-judgm...TRUE -> next FALSE -> waitTAutomation vs human…Simple MessageResponseResponseAutomation vs judgment: Useautomation when: - Thedefinition is fixed + audited,…637 charsIFIf: Compare branchesIFLogicLogiccompare-branches =TRUE -> next FALSE -> waitTCompare branches…Simple MessageResponseResponseComparing branches fairly: -Normalize for opportunity: foottraffic, lead mix, territory,…548 charsIFIf: Build signal…IFLogicLogicbuild-signal-cultur...TRUE -> next FALSE -> waitTBuild a signal cultur…Simple MessageResponseResponseBuild a signal culture (sodecisions happen): - Metricownership: each KPI has an…522 charsIFIf: Talk to a humanIFLogicLogictalk-to-human =TRUE -> next FALSE -> waitFHHandoff to AnalyticsMessenger HandoffHandoffHandoffAnalyticsGot it—looping in Analytics. Tospeed this up, please share: (1…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 helps operators and leaders pressure-test branch numbers, conversations, and “looks-good-on-a-slide” metrics before they harden into confident wrong decisions. It starts with a knowledge assistant (so common definitions and policies are consistent), then routes the user into a decision-shaped checklist based on what they’re trying to decide.

Think of it as a practical litmus test: you pick the situation (trusting branch numbers, spotting dirty signal, automation vs judgment, comparing branches, or building a signal culture) and the workflow replies with crisp guardrails and what usually breaks first.

Key features

  • Knowledge-base-first guidance to keep definitions and KPI rules consistent
  • Button-based routing into common decision moments (not generic “analytics advice”)
  • Built-in “dirty signal” sniff test to catch polished noise early
  • Practical guardrails for when to trust automation vs when to demand human review
  • Optional handoff path to an Analytics/Ops team for high-stakes or ambiguous cases

Step-by-step

  1. User Input kicks off the flow from any inbound conversation.
  2. Knowledge Assistant answers straightforward questions from your Knowledge Base and falls through to routing when the user needs a structured decision check.
  3. Choose your decision check prompts the user to pick what they’re trying to validate.
  4. Based on the button tapped, the workflow sends a targeted response:
    1. Which numbers deserve trust? → a short set of reliability checks for branch KPIs (what to trust, what to treat as noise).
    2. Spot dirty signal fast → red flags that predict a confident meeting going off the rails.
    3. Automation vs human judgment → rules of thumb for when automation is safe and when it’s dangerously persuasive.
    4. Compare branches fairly → common misreads in branch comparisons, conversations, and attribution.
    5. Build a signal culture → habits that make decisions happen (instead of slide production).
    6. Talk to a human → hands off to Analytics with a clear expectation-setting message.

Setup requirements

  • Calypso Knowledge Base populated with your branch KPI definitions, metric owners, known data caveats (e.g., backfills), and attribution rules.
  • No additional credentials are required for this workflow as written.

Ready to use this workflow?

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

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