Work completed

• Reran the S: marketing invoice search since 2025 and reconciled against current Litify production data.
• Reused the completed S: candidate scan after patching the fuzzy matcher for the larger June candidate set.
• Built the updated reconciliation workbook.
• Rebuilt dry-run import-prep outputs, exact file-hash duplicate groups, and vendor/profile queue.
• Updated the local runbook with sanitized preflight and performance notes.

June 5 counts

• Source candidates: 5,219.
• Litify Marketing_Expense__c records checked: 213.
• Litify vendor records checked: 432.
• Strong already-in-Litify matches: 21.
• Possible Litify matches needing review: 1,387.
• Only monthly spend found: 85.
• Needs add to Litify: 3,726.
• Import-ready rows after dry-run validation: 78.
• Import holds: 3,648.
• Exact duplicate hash groups: 1,112.
• Vendor/profile queue rows: 411.

Safety

• No S: files were changed.