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automationintermediate

Signal Quality Checks for Better Branch Decisions

A decision-support chat flow that helps teams separate trustworthy branch signals from polished noise, catch dirty data early, and decide when automation deserves human override.

Calypso
2 integrations

Integrations

Calypso InboxWhatsApp

Tags

signal-qualitybranch-metricsdecision-systemsdata-hygieneops-leadership

Workflow Visualization

Rendered directly from the published workflow JSON.

16 nodes14 connections
CFlow ConfigsConfigDecision-support chat flow toseparate trustworthy branchsignals fro...Trigger: inputDefines the graph defaultsIInbound MessageInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge Base AssistKnowledge BotResponseResponseAnswer using our knowledge basewhen possible. If the user’s…Mode: defaultFallback enabledIMDecision MenuInteractive MessageResponseResponsePick the check you need. Theseare built for messy reality:branch numbers, conve...6 options • Trust this number •Dirty signalTip: Ask a metric question—KB…IFIf: Trust this numberIFLogicLogictrust_numbers =TRUE -> next FALSE -> waitIFIf: Spot dirty signalIFLogicLogicdirty_signal =TRUE -> next FALSE -> waitIFIf: Automation vs…IFLogicLogicautomation_judgment...TRUE -> next FALSE -> waitIFIf: Compare branches…IFLogicLogiccompare_branches =TRUE -> next FALSE -> waitIFIf: Build signal…IFLogicLogicsignal_culture =TRUE -> next FALSE -> waitIFIf: Talk to a humanIFLogicLogictalk_human =TRUE -> next FALSE -> waitTChecklist: Which…Simple MessageResponseResponse**Which branch numbers deservetrust (and which are polishednoise)** Use this before you…840 charsTChecklist: Spot dirty…Simple MessageResponseResponse**How to spot dirty signalbefore the meeting goes off therails** Dirty data rarely look…825 charsTGuide: When to trust…Simple MessageResponseResponse**When leaders should trustautomation (and when they stillneed judgment)** Trust…762 charsTGuide: Comparing…Simple MessageResponseResponse**What teams misread whencomparing branches,conversations, and…973 charsTGuide: Build a signal…Simple MessageResponseResponse**How to build a signal culturethat helps decisions happen(not just slides)** A few…879 charsFHHandoff to Human…Messenger HandoffHandoffHandoffOperations SupportGot it—this sounds like it needshuman context. Share the branch…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 gives branch leaders and operators a fast “sanity check” menu for common decision traps: numbers that look clean but lie, conversations that mislead, and attribution that flatters the wrong thing. It’s built for the moment right before a confident meeting goes off the rails.

It starts by letting your knowledge base answer specific questions (definitions, metric notes, policy context). If there’s no clear KB answer—or you want a structured check—it routes to a simple menu of decision-shaped prompts. Each choice returns a practical checklist and loops back so the team can run multiple checks in one session.

Key features

  • Knowledge-base-first support for quick “what does this metric mean?” questions before routing to the menu.
  • Button-based menu covering the most common branch signal failure modes.
  • Short, operator-friendly checklists that emphasize what breaks first (and how to notice).
  • Built-in loop back to the knowledge base and menu so users can run several checks without restarting.
  • Optional handoff to a human team when the situation needs judgment or context.

Step-by-step

  1. Trigger: A user starts the workflow in your Calypso Inbox channel.
  2. Knowledge base check: The Knowledge Base Policy attempts to answer the user’s question using your existing knowledge base.
  3. Menu: The workflow presents a button menu: Trust this number, Spot dirty signal, Automation vs judgment, Compare branches & attribution, Build signal culture, or Talk to a human.
  4. Guided response: Based on the button selected, the workflow sends a targeted checklist and “watch-outs” for that decision type.
  5. Loop for next check: After the checklist, the workflow returns to the knowledge base step and menu so the user can ask another question or run another check.
  6. Human support (optional): If Talk to a human is selected, the workflow hands off with a clear context-setting message.

Setup requirements

  • Calypso Inbox connected to a channel that supports interactive buttons (e.g., WhatsApp).
  • Knowledge Base content published in Calypso (recommended). If you don’t have a KB yet, the menu still works—there are no additional credentials 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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