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Data Quality Audit REPORT 15

Customer record gaps. Per-bucket fix-candidate CSV export.
๐Ÿ’Ž
Implications (per memory rule 1)
๐ŸŽฏ Bucket touchedSource data integrity for all three buckets
โš ๏ธ ProblemMissing fields, duplicate rows, format drift in HCP CSV exports break downstream reports silently.
๐Ÿ’ฐ $ at stakeEach broken downstream report = wasted analyst time + wrong decisions presented to Stephanie.
โœ… Action unlockedRun audit before any new HCP report ships. Block the deploy if integrity drops.
๐Ÿ“Š Full bucket diagram + 4 data-integrity findings: BSP HCP Intelligence Report (๐Ÿ“Š The Buckets ยท ๐Ÿ“… Timeline ยท ๐Ÿ’ธ LTV ยท ๐Ÿ” Why this matters ยท ๐ŸŽฏ The 4 Findings)
Total Customers in titan.customers
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Notes