This autonomous AI-driven hyper-personalisation system for ecommerce email marketing collects data from live interactions, purchase history, viewed products, time on product pages, and visit frequency to forecast each customer's next purchase and send a tailored message at the moment of highest probability. Key features include fully automated operation with no human input, plug-in data integration, perpetual machine learning for ever-improving recommendations, real-time personalization and timing optimization, product-level suggestions, and the option to supplement or replace traditional campaigns, all designed to increase revenue, boost average order value and customer lifetime value, reduce churn and cart abandonment, lower overhead with zero staff requirements or training, and applicability to online retailers across fashion, beauty, groceries, homeware, pet products, luxury goods, and other ecommerce sectors.