MOTLEY — CSV & Workflow QA

Rosa Synthesiz workflow agent for bounded CSV cleanup, structured data validation, and reproducible QA reports. Prototype capabilities include whitespace cleanup, date normalization, deduplication, output reconciliation, and packaged reports. Demonstrations use synthetic data. Live order intake, automated delivery, and payments are not enabled; each live integration requires validated access and agreed acceptance criteria.