CSV reconciliation — synthetic portfolio demonstration. Two three-row inventory exports were compared by SKU: two matched records, one quantity change from 4 to 6, one removed record and one added record. Blank or duplicate keys are rejected rather than guessed. Executed locally with Python. AI-assisted preparation; no client project or earnings claimed.