Back to Workflows
automationintermediate

Signal Sensemaking for Branch Decisions

A guided decision assistant that helps teams separate trustworthy branch metrics from polished noise, spot dirty signals before meetings, and know when automation needs human judgment.

Calypso
2 integrations

Integrations

WhatsAppWeb chat

Tags

signal-qualitybranch-metricsdecision-guardrailsdata-hygieneautomation-judgment

Workflow Visualization

Rendered directly from the published workflow JSON.

19 nodes17 connections
CWorkflow settingsFlow ConfigsConfigConfigRoutes users to practicalguidance on signal trust, dirtydata, autom...Trigger: inputDefines the graph defaultsIIncoming messageInputInputInputWhatsApp entry pointNew conversations begin hereKBKnowledge base policyKnowledge BotResponseResponseUse the knowledge base for anyorg-specific definitions…Mode: defaultFallback enabledIMChoose what you're…Interactive MessageResponseResponsePick what you’re deciding. I’llgive you quick checks thatseparate trustworthy s...7 options • Trust branch nums •Spot dirty signalHigh stakes? Tap Talk to human.IFIf: trust branch…IFLogicLogictrust_metrics =TRUE -> next FALSE -> waitTGuidance: trustworthy…Simple MessageResponseResponseHere’s the fastest way to tell“decision-grade” branch numbersfrom polished noise: 1)…943 charsIFIf: spot dirty signalIFLogicLogicdirty_signal =TRUE -> next FALSE -> waitTGuidance: dirty signa…Simple MessageResponseResponseDirty signal is sneaky becauseit often looks *clean*. Hereare quick “meeting-save”…869 charsIFIf: automation vs…IFLogicLogicautomation_vs_judgm...TRUE -> next FALSE -> waitTGuidance: when to…Simple MessageResponseResponseWhen to trust automation (andwhen to pull a human into theloop): Automate when: - The…857 charsIFIf: messy evidence to…IFLogicLogicmessy_evidence =TRUE -> next FALSE -> waitTGuidance: don’t clean…Simple MessageResponseResponseTurning messy evidence intousable insight withoutscrubbing away the truth: -…795 charsIFIf: branch comparison…IFLogicLogiccomparison_traps =TRUE -> next FALSE -> waitTGuidance: what teams…Simple MessageResponseResponseWhat teams repeatedly misreadwhen comparing branches: -Different customer mix: one…850 charsIFIf: build signal…IFLogicLogicsignal_culture =TRUE -> next FALSE -> waitTGuidance: culture tha…Simple MessageResponseResponseA signal culture that helpsdecisions happen (not justslides) looks like this: -…716 charsIFIf: talk to a personIFLogicLogictalk_human =TRUE -> next FALSE -> waitFHHandoff: Analytics…Messenger HandoffHandoffHandoffAnalytics SupportGot it—this sounds like a casewhere human judgment is the…Routes the conversation to a…FHHandoff: default…Messenger HandoffHandoffHandoffAnalytics SupportI couldn’t match that selectionreliably. I’m handing you off s…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 “we have some numbers and a hunch” into a more decision-ready conversation. It asks what kind of decision you’re making (trusting a branch metric, comparing branches, automation vs. judgment, etc.) and then responds with a tight set of checks that catch the most common ways good-looking data quietly lies.

It’s designed for operators and leaders who need sharper instincts, not more dashboards. When the situation is messy or high-stakes, the workflow routes the conversation to a human team—because the fastest way to lose trust is to automate the wrong certainty.

Key features

  • Starts with a knowledge-base policy so answers stay consistent with your internal definitions and operating rules.
  • Uses an interactive button menu to route users to decision-shaped guidance (not abstract theory).
  • Provides practical “pre-meeting” signal checks to surface dirty data before confident decisions get made.
  • Includes branch-comparison guardrails that focus on like-for-like thinking and hidden denominators.
  • Offers a one-tap human handoff for ambiguous or high-risk decisions.

Step-by-step

  1. Trigger: A user starts the workflow.
  2. Apply knowledge base policy: The assistant is instructed to prefer your knowledge base and keep guidance grounded.
  3. Show decision menu: The user selects what they’re trying to figure out (trust a metric, spot dirty signal, compare branches, etc.).
  4. Route by selection: The workflow checks which button was clicked and sends the matching guidance.
  5. Human option: If the user chooses Talk to a person, the workflow hands off to your Analytics Support team.

Setup requirements

  • No credentials are required for the workflow logic itself.
  • You must have an enabled Calypso messaging channel that supports interactive buttons (e.g., WhatsApp or Web chat).
  • If you use the human handoff, ensure your Analytics Support department/routing target exists and is staffed.

Ready to use this workflow?

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

Go to Calypso