The Confidential Information Guard

Rewrite this material so I can use AI on it without disclosing anything
sensitive.

The material: [PASTE — ONLY AFTER YOUR OWN FIRST-PASS REDACTION]
The sensitivity: [CLIENT DATA / FINANCIALS / PERSONAL DATA / DEAL TERMS /
TRADE SECRETS]

Do this:
1. Replace names, entities, and identifiers with neutral labels
2. Convert specific figures to ranges or ratios, and dates to relative
   intervals
3. Remove anything price-sensitive, personal, or distinctive enough to
   identify the source
4. Preserve the structure and the analytical substance so the work is
   still useful
5. Give me a residual-risk check: could a knowledgeable person still
   identify this?

Then tell me what I do offline with the real figures. The goal is to get
AI's help on the shape of the problem without ever exposing the
confidential specifics.