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Branch Data Trust Triage

An advisor-style chat workflow that helps teams separate trustworthy branch signals from polished noise, spot dirty data early, and choose when to automate versus when to pause for human judgment.

Calypso
2 integrations

Integrations

Calypso Knowledge BaseCalypso Conversations

Tags

signal-designdata-qualitybranch-analyticsdecision-makingattributiontriage

Workflow Visualization

Rendered directly from the published workflow JSON.

22 nodes26 connections
CWorkflow settingsFlow ConfigsConfigConfigAdvisor-style triage for branchsignal trust, dirty datadetection, a...Trigger: inputDefines the graph defaultsIConversation startsInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge Base assistKnowledge BotResponseResponseAsk your question, or pick aquick check below to…Mode: defaultFallback enabledIMPick a signal checkInteractive MessageResponseResponseWhat are you trying to decideright now? Pick the closestoption and I’ll give yo...6 options • Trust branch nums •Spot dirty signalTip: start with Trust branch nums.IFIf: trust branch…IFLogicLogictrust_branch_number...TRUE -> next FALSE -> waitTGuidance: trust branc…Simple MessageResponseResponseBranch numbers usually deservetrust when they’re *boring inthe right ways*: consistent…956 charsIFIf: spot dirty signalIFLogicLogicspot_dirty_signal =TRUE -> next FALSE -> waitTGuidance: spot dirty…Simple MessageResponseResponseDirty signal rarely announcesitself. It shows up as*clean-looking certainty*. Use…817 charsIFIf: automation vs…IFLogicLogicautomation_vs_judgm...TRUE -> next FALSE -> waitTGuidance: automation…Simple MessageResponseResponseTrust automation when the worldis stable and the rules areexplicit. Pull in humans when…859 charsIFIf: messy evidenceIFLogicLogicmessy_evidence =TRUE -> next FALSE -> waitTGuidance: messy…Simple MessageResponseResponseCleaning is useful—until itstarts cleaning away the truth.Turn messy evidence into usabl…808 charsIFIf: compare branches…IFLogicLogiccompare_branches_at...TRUE -> next FALSE -> waitTGuidance: comparing…Simple MessageResponseResponseBranch comparisons go wrong inrepeatable ways—mostly becausebranches aren’t actually…809 charsIFIf: build signal…IFLogicLogicbuild_signal_cultur...TRUE -> next FALSE -> waitTGuidance: build signa…Simple MessageResponseResponseA strong signal culture doesn’tproduce more slides. Itproduces faster, calmer…669 charsIMNext stepInteractive MessageResponseResponseWant another check, or do youneed an analyst to look at aspecific case (definit...2 options • Another signal ch...• Talk to an analystIFIf: another signal…IFLogicLogicback_to_menu =TRUE -> next FALSE -> waitTHow to run another…Simple MessageResponseResponseTo run another signal check,just ask a new question in thischat (or start a new…261 charsIFIf: talk to analystIFLogicLogictalk_to_analyst =TRUE -> next FALSE -> waitFHHandoff to Analytics…Messenger HandoffHandoffHandoffAnalytics OperationsGot it. I’m handing this toAnalytics Operations. To speed…Routes the conversation to a…TNext step not selectedSimple MessageResponseResponsePlease tap one of the buttonsabove so I can route youcorrectly (another check or…100 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 branch numbers, conversation notes, and “looks right” dashboards into decision-ready guidance—without pretending the data is cleaner than it is. It first tries to answer questions from your Calypso Knowledge Base, then routes people through a set of decision-shaped prompts that reveal where signal quality usually breaks.

It’s built for the moment right before a confident meeting goes off the rails: when everyone has charts, nobody has definitions, and the wrong metric is about to become a target. The workflow helps operators and leaders pressure-test signals quickly, choose the right level of automation, and escalate to a human analyst when the situation calls for judgment.

Key features

  • Knowledge Base-first answers for common signal and measurement questions, with smart routing when no article fits.
  • Button-driven triage menu focused on real decisions: trust, hygiene, attribution, and automation boundaries.
  • Practical “what to verify next” guidance that flags polished noise and common branch-comparison traps.
  • A second menu to either loop back for another check or hand off to an analyst team.
  • Built-in escalation path to a human when signals are ambiguous or stakes are high.

Step-by-step

  1. Trigger: A conversation starts (Input).
  2. Knowledge Base assist: The workflow attempts to answer using your Calypso Knowledge Base. If it can’t find a confident match, it continues to the menu.
  3. Choose a check: An interactive menu asks what kind of decision support the user needs (e.g., trusting branch numbers, spotting dirty signals, attribution comparisons).
  4. Route by selection: A matching If node detects the selected button and sends a tailored guidance message.
  5. Next action menu: A second interactive menu offers to return to the main menu or talk to an analyst.
  6. Escalation (optional): If the user requests help, the workflow hands off to the Analytics Operations queue with context.

Setup requirements

  • Calypso Knowledge Base: Recommended (not required). Add or curate articles on metric definitions, attribution rules, branch reporting cadence, and known data-quality pitfalls.
  • Calypso Conversations/Inbox routing: Ensure you have a department/queue for Analytics Operations (or equivalent) to receive handoffs.
  • Credentials: No external credentials are required for this workflow.

Ready to use this workflow?

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

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