Turn one workflow idea into a test brief, prompt, and SOP.

CSLM WORKFLOW TEST BRIEF

Workflow: WF-020 — Exception queue summary
Business area: Operations
Best-fit audience: Customer-support teams
Owner: [name the accountable owner]
System of record: [name the authoritative system]

Problem
Failures are scattered across tools and remain unresolved.

Approved input
Monitored exception records

AI role
Group similar failures and prepare a neutral summary

Human checkpoint
Queue owner assigns response and verifies severity

Failure and stop path
Keep raw exceptions and surface incomplete grouping

Data classification
Operational logs without secrets

Measurement
Time to ownership; unresolved age

Safe first test
Test normal, duplicate and unknown exception types

PROMPT DRAFT
You are assisting with exception queue summary. Use only the approved information provided. Group similar failures and prepare a neutral summary. Identify missing or conflicting information instead of guessing. Do not send, publish, pay, delete, merge, approve, or make a commitment. Return: (1) proposed result, (2) source fields used, (3) uncertainties, and (4) items for the human reviewer.

SOP DRAFT
1. Confirm the request is in scope and the input is approved.
2. Preserve the original source and stable record identifier.
3. Run exact validation rules before the AI step.
4. Use AI only for: Group similar failures and prepare a neutral summary.
5. Route the result to the named owner for this checkpoint: Queue owner assigns response and verifies severity.
6. If anything fails or remains uncertain: Keep raw exceptions and surface incomplete grouping.
7. Record the result using: Time to ownership; unresolved age.
8. Keep the manual process available and stop the test if risk or correction effort increases.