Signal Correlation Workbench Skill When to Use - Quantifying the impact of qualitative feedback on churn, expansion, and adoption. - Connecting support data, product usage, and survey responses into a unified narrative. - Testing hypotheses about leading indicators for customer health. Framework 1. Data Inventory – list all relevant sources (surveys, NPS, CSAT, telemetry, CRM, finance). 2. Join Strategy – map IDs/keys, sampling windows, and normalization rules. 3. Correlation Analysis – evaluate relationships (Pearson/Spearman), cohort comparisons, regression snippets. 4. Signal Strength Scor…