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Signal Triage for Messy Branch Data

A decision-first assistant that helps teams separate trustworthy branch metrics from polished noise, spot dirty signal early, and choose when to automate vs. apply human judgment.

Calypso
1 integrations

Integrations

Calypso Inbox

Tags

signal-qualitybranch-metricsdecision-systemsattributionresearch

Workflow Visualization

Rendered directly from the published workflow JSON.

17 nodes15 connections
CWorkflow settingsFlow ConfigsConfigConfigDecision-first triage forbranch metrics and messysignals: trust che...Trigger: inputDefines the graph defaultsIIncoming messageInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge Base: Signa…Knowledge BotResponseResponseUse the Knowledge Base toanswer definitions and policy…Mode: defaultFallback enabledIMChoose your decisionInteractive MessageResponseResponsePick what you’re trying todecide. I’ll give you a tightchecklist (the kind that...6 options • Trust numbers • Spotdirty signalIf it looks clean fast, it’s…IFIf:…IFLogicLogictrust_branch_number...TRUE -> next FALSE -> waitTChecklist: numbers yo…Simple MessageResponseResponseHere’s how to tell*decision-grade* branch numbersfrom polished noise: 1)…847 charsIFIf: spot_dirty_signalIFLogicLogicspot_dirty_signal =TRUE -> next FALSE -> waitTChecklist: spot dirty…Simple MessageResponseResponseDirty signal rarely announcesitself. It usually shows up as**tidy dashboards + messy…880 charsIFIf:…IFLogicLogicautomation_vs_judgm...TRUE -> next FALSE -> waitTGuidance: when to…Simple MessageResponseResponseAutomation is great at**repeating rules**, terribleat **deciding what the rules…809 charsIFIf: compare_branchesIFLogicLogiccompare_branches =TRUE -> next FALSE -> waitTChecklist: comparing…Simple MessageResponseResponseBranch comparisons fail inpredictable ways. Use thisbefore you crown a winner: 1)…764 charsIFIf: signal_cultureIFLogicLogicsignal_culture =TRUE -> next FALSE -> waitTPlaybook: signal…Simple MessageResponseResponseA healthy signal culturedoesn’t produce more slides—itproduces faster, calmer…767 charsIFIf: talk_to_humanIFLogicLogictalk_to_human =TRUE -> next FALSE -> waitFHHandoff: Insights…Messenger HandoffHandoffHandoffInsights OpsHanding this to a human. Pleaseshare: (1) the decision you’re…Routes the conversation to a…TIf no selection…Simple MessageResponseResponseI didn’t catch a selection. Trytapping one of the buttons so Ican give you the right…97 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 “we’ve got numbers” into “we’ve got decision-ready evidence.” It first uses your Knowledge Base to answer common questions about branch performance, attribution, and conversation signals in plain language—then routes the user into a short, decision-shaped triage.

The goal is not to over-clean messy data (that’s how teams scrub away the truth). Instead, it helps operators and leaders spot the usual failure modes early: mismatched definitions, selective time windows, attribution mirages, and branch comparisons that are statistically confident and operationally wrong.

Key features

  • Uses a Knowledge Base response first, then routes into structured decision prompts.
  • Button-based menu for fast triage: trust checks, dirty-signal spotting, automation vs. judgment, comparisons, and culture.
  • “If” routing ensures each choice lands on a focused, operator-ready checklist.
  • Includes an escalation path to hand off to a human owner when the signal is too risky to automate.

Step-by-step

  1. Input: A user asks a question or says they’re reviewing branch performance.
  2. Knowledge Base Policy: The assistant answers from your KB (definitions, metric rules, attribution notes). If the question needs structure, it proceeds to routing.
  3. Interactive menu: The user picks what they’re trying to decide (trust numbers, spot dirty signal, automation vs. judgment, compare branches, build signal culture, or talk to a human).
  4. Routing (If nodes): The workflow matches the selected button ID and sends the corresponding checklist.
  5. Outcome:
    • The user receives a practical “what to check next” message for the chosen decision.
    • Or, if they select Talk to a human, the workflow hands off with context.

Setup requirements

  • No credentials required.
  • Populate and maintain your Knowledge Base with your metric definitions (branch boundaries, time windows, attribution rules, conversation tagging conventions) so the first step can answer reliably.
  • Optional operational prerequisite: define which team/department should receive escalations for risky or ambiguous signals (used by the handoff step).

Ready to use this workflow?

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

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