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automationintermediate

Decision Signals Coach: Trust Checks & Next Moves

A practical menu-driven coach that turns messy branch numbers, conversations, and attribution claims into decision-ready next steps—without polishing away the truth.

Calypso
2 integrations

Integrations

Calypso Knowledge BaseCalypso Routing

Tags

signal-qualitydecision-supportbranch-performanceattributiondata-hygiene

Workflow Visualization

Rendered directly from the published workflow JSON.

17 nodes15 connections
CWorkflow settingsFlow ConfigsConfigConfigTurns messy branch numbers,conversations, and attributionclaims int...Trigger: inputDefines the graph defaultsIStartInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge base firstKnowledge BotResponseResponseUse the knowledge base toanswer when possible. Keep it…Mode: defaultFallback enabledIMChoose what you're…Interactive MessageResponseResponsePick what you’re trying todecide. I’ll give you thefastest checks that prevent...6 options • Trust branch numb...• Spot dirty signalNo owner + no definition? Treat…IFIf: branch numbersIFLogicLogicbranch_numbers =TRUE -> next FALSE -> waitTBranch numbers: trust…Simple MessageResponseResponseBranch numbers you can*usually* trust have threethings: a stable definition, a…864 charsIFIf: dirty signalIFLogicLogicdirty_signal =TRUE -> next FALSE -> waitTDirty signal: early…Simple MessageResponseResponseDirty signal usually looks*plausible*—that’s why itsurvives into confident…840 charsIFIf: automation vs…IFLogicLogicautomation_vs_human...TRUE -> next FALSE -> waitTAutomation vs human…Simple MessageResponseResponseAutomation is great atrepetition; it’s terrible atnoticing when the game has…759 charsIFIf: compare branches…IFLogicLogiccompare_attribution...TRUE -> next FALSE -> waitTCompare branches &…Simple MessageResponseResponseWhen comparing branches, thebiggest lie is usually the‘fair comparison’ you *think*…786 charsIFIf: build signal…IFLogicLogicsignal_culture =TRUE -> next FALSE -> waitTSignal culture: make…Simple MessageResponseResponseA good signal culture doesn’tproduce more slides. Itproduces fewer arguments and…600 charsIFIf: hand off to…IFLogicLogictalk_to_analytics =TRUE -> next FALSE -> waitFHHandoff to AnalyticsMessenger HandoffHandoffHandoffAnalyticsGot it—this looks like a casefor a human review. I’m handing…Routes the conversation to a…FHDefault handoffMessenger HandoffHandoffHandoffAnalyticsI can’t confidently route thatbased on the selection. I’m…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 leaders and operators turn “looks fine” signals into “safe to decide” signals. It starts with a knowledge-base-first assistant (so you can keep the guidance consistent), then routes people into decision-shaped paths like Which branch numbers deserve trust, How to spot dirty signal before a meeting, and When automation is safe vs when humans must step in.

The point isn’t to clean everything into a fake certainty. It’s to surface the few checks that catch the usual failures early—before the confident wrong decision, the heroic dashboard screenshot, and the awkward “so… why did this branch ‘win’?” follow-up.

Key features

  • Uses a knowledge-base policy first so your house rules on signal trust are applied consistently.
  • Presents a button menu that routes users into the most common decision situations (branch numbers, dirty signal, automation, attribution, culture).
  • Delivers actionable, non-academic checklists as short text messages—built for real meetings and real data.
  • Includes an optional handoff to Analytics for cases that require human review.

Step-by-step

  1. Input starts the workflow when a user enters the experience.
  2. Knowledge Base Policy activates: the assistant answers from your knowledge base when possible and stays grounded in your documented standards.
  3. The workflow sends an interactive button menu asking what the user is trying to decide.
  4. Based on the button selected, an IF route delivers one of the following guidance messages:
    1. Branch numbers: what to trust (quick credibility tests, “too smooth” patterns, denominator traps).
    2. Spot dirty signal before the meeting (stale timestamps, mixed definitions, sudden tracking changes, survivorship).
    3. Automation vs human judgment (where automation is reliable, where it quietly fails, and what requires review).
    4. Comparing branches & attribution (selection bias, seasonality, mix shifts, channel overlap).
    5. Build a signal culture (make decisions happen, reduce slide-theater, set ownership).
  5. If the user requests it (or none of the buttons match), the workflow hands off to Analytics with a clear message.

Setup requirements

  • A Calypso workspace with this workflow imported.
  • (Recommended) A populated Calypso Knowledge Base containing your definitions (e.g., “active customer,” “lead,” “qualified conversation”), metric owners, and known tracking caveats.
  • (Optional) A Calypso routing destination/department named Analytics to receive handoffs.
  • No external credentials are required by this workflow as built.

Ready to use this workflow?

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

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