This is an independent portfolio implementation, not a production client deployment. Evidence uses synthetic data. Duplicate control is not concurrency safe exactly once storage. There are no automatic retries, delivery queues, or manual resend features. Gmail API acceptance does not guarantee inbox placement. No client outcomes, ROI, production volume, AI scoring, or CRM synchronization are claimed.