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automationintermediate

Trustworthy Signal Triage for Leaders

A guided decision-support flow that helps leaders and operators stress-test branch numbers, spot dirty signals early, and decide when automation is safe—or when human judgment must take over.

Calypso
1 integrations

Integrations

Calypso Knowledge Base

Tags

signal-triagebranch-metricsdecision-qualitydata-hygieneautomation-guardrailsattribution

Workflow Visualization

Rendered directly from the published workflow JSON.

21 nodes25 connections
CWorkflow settingsFlow ConfigsConfigConfigKnowledge-base-first triage forbranch signal reliability,dirty sign...Trigger: inputDefines the graph defaultsIStartInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge Base…Knowledge BotResponseResponseAnswer using the Knowledge Basewhen possible. Be practical an…Mode: defaultFallback enabledIMSignal triage menuInteractive MessageResponseResponsePick what you’re deciding. I’llhelp you separate solid signalfrom polished nois...6 options • Trust branch nums •Dirty signal checkChoose one to continue.IFIf: trust branch…IFLogicLogictrust_branch_number...TRUE -> next FALSE -> waitIFIf: spot dirty signalIFLogicLogicspot_dirty_signal =TRUE -> next FALSE -> waitIFIf: automation vs…IFLogicLogicautomation_vs_judgm...TRUE -> next FALSE -> waitIFIf: compare branches…IFLogicLogiccompare_branches_at...TRUE -> next FALSE -> waitIFIf: build signal…IFLogicLogicbuild_signal_cultur...TRUE -> next FALSE -> waitIFIf: talk to a human…IFLogicLogictalk_to_human =TRUE -> next FALSE -> waitTGuidance: which…Simple MessageResponseResponseHow to tell if a branch numberdeserves trust (or is justwell-presented noise): 1) Star…948 charsTGuidance: spot dirty…Simple MessageResponseResponseDirty signal usually looksfine—right up until it wins anargument in a meeting. Quick…799 charsTGuidance: automation…Simple MessageResponseResponseWhen to trust automation vswhen you still need humanjudgment: Trust automation…734 charsTGuidance: comparing…Simple MessageResponseResponseWhat teams misread first whencomparing branches (and whyattribution lies politely): 1)…843 charsTGuidance: build signa…Simple MessageResponseResponseHow to build a signal culturethat helps decisions happen(not just slides): - Create a…691 charsIMNext stepInteractive MessageResponseResponseWant to check another angle, orescalate to a human?2 options • Another topic • Talkto humanChoose one.IFIf: another topicIFLogicLogicanother_topic =TRUE -> next FALSE -> waitIFIf: talk to a human…IFLogicLogictalk_to_human =TRUE -> next FALSE -> waitTRestart noteSimple MessageResponseResponseTo explore another topic,restart this workflow and picka different button from the…161 charsTUnknown selectionSimple MessageResponseResponseI didn’t catch that selection.Please restart the workflow andchoose one of the buttons so I…135 charsFHHandoff to Analytics…Messenger HandoffHandoffHandoffAnalytics SupportGot it. I’m handing this toAnalytics Support so you can…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 turns “confident-sounding” branch numbers, conversations, and event signals into decision-ready judgment. It starts with your Knowledge Base for fast, consistent answers—then routes the user through a practical menu of reality checks that catch the common ways teams talk themselves into the wrong conclusion.

It’s built for messy, real-world evidence: partial attribution, inconsistent logging, and dashboards that look clean while the underlying signal is not. The tone is advisory (not academic), with clear prompts that help the team decide what to trust, what to measure next, and when to escalate.

Key features

  • Knowledge Base–first responses for consistent guardrails and shared definitions
  • Button-driven triage menu covering the highest-risk decision moments (branch comparisons, attribution, automation vs. judgment)
  • “Dirty signal” spotting prompts designed to prevent confident meetings from going off the rails
  • A single follow-up menu to keep the conversation moving (back to menu or escalate)
  • Optional human handoff path to an Analytics Support department

Step-by-step

  1. Trigger: A user starts the workflow (Input).
  2. Knowledge Base pass: The workflow checks your Knowledge Base Policy for relevant guidance first.
  3. Decision menu: The user chooses what they need help with (Interactive Message):
    • Which branch numbers deserve trust
    • Spot dirty signal before a meeting
    • Automation vs human judgment
    • Comparing branches & attribution
    • Building a signal culture
    • Talk to a human
  4. Routing: The workflow matches the selected button and sends the corresponding guidance (IF → Text Message).
  5. Keep moving: A follow-up menu lets the user return to the main menu or handoff to a human (Interactive Message → IF).
  6. Escalation (optional): If requested, the workflow hands off to Analytics Support (Fallback).

Setup requirements

  • Calypso Knowledge Base: Recommended. Add short, practical articles that match the menu items (branch metric definitions, logging standards, attribution pitfalls, automation guardrails).
  • Department for handoff (optional): Create or select an Analytics Support (or equivalent) department to receive escalations.
  • Credentials: None required for this workflow.

Ready to use this workflow?

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

Go to Calypso