Branch Signal Reliability Brief

This workflow helps operators and leaders pressure-test branch-level numbers and “obvious” trends before they become confident wrong decisions. It starts with a Knowledge Assistant (so common definitions and known issues can be answered consistently), then offers a short menu of decision-shaped checks.

The goal isn’t to over-clean the evidence—it’s to keep the truth intact while spotting the early warning signs: broken attribution, mismatched denominators, cherry-picked time windows, and conversation summaries that sound crisp because they’re missing the messy parts.

• Uses a Knowledge Assistant first to answer definitions, metric sources, and known caveats (then falls back to routing).
• Presents a simple decision menu: trustworthiness, dirty-signal detection, automation vs judgment, and branch comparisons.
• Provides operator-ready checklists in plain language (built for meetings, not slides).
• Includes an explicit “Bring a human in” escalation path for high-stakes or ambiguous cases.

1. User Input enters the workflow.
2. Knowledge Assistant attempts to answer using your Calypso Knowledge Base (definitions, data sources, known outages, metric logic). If it can’t, it continues.
3. Pick a signal check shows buttons to choose the kind of decision help needed.
4. Based on the button selected:
   1. Trust a branch number returns a quick reliability test (what to verify before you repeat the number in a meeting).
   2. Spot dirty signal returns a “dirty signal” checklist (the stuff that looks fine until it suddenly isn’t).
   3. Automation vs judgment explains when automation is safe—and when you still need a human to call it.
   4. Compare branches correctly highlights what teams misread first when comparing branches, conversations, and attribution.
   5. Bring a human in escalates to a department handoff for complex or high-risk decisions.

• Calypso Knowledge Base (recommended): add your metric definitions, data sources, and known reliability caveats so the Knowledge Assistant can answer consistently.
• No external credentials required for this workflow template.
• Optional: define an internal escalation destination for the handoff (e.g., an “Analytics Ops” or “Revenue Operations” team).