Operations Audit

Symptom to cause

Purpose: Turn a symptom into a cause, treating whatever AI proposes as a hypothesis to check against the evidence.
Inputs: The constraint from Find the constraint
The same evidence: emails, CRM, invoices, meeting notes
Method: Ask why, repeatedly, until the answer is a rule, a decision, an ownership gap, or a capacity limit
Check the answer against the evidence: what supports it, what contradicts it, what else could explain the same pattern
Output: A named cause, tied to the evidence that supports it and the alternatives it survived.
Data: CRM Accounting Email Spreadsheets and interviews

The reasoning behind this one capability, with a worked example.