Create a minimized and de-identified dataset before using a summarization tool.
You need churn themes fast, but the raw export contains customer identifiers, commercial details, and screenshots. Question -> Fields -> De-identify -> Approved destination The common trap is to treat an internal business purpose as permission to move the full raw dataset into any helpful tool. Name question Define the output: top churn themes by segment and product area, with example language. The question determines which fields are needed and which fields are baggage. Select fields Keep segment, product area, severity, broad reason, and short quote snippets. Remove ARR, exact account names, emails, IDs, and contract terms. Data minimization is…
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