A retail startup is building a product catalog service. Each product can have wildly different attributes (electronics have wattage and screen size; clothing has sizes and materials), and new product categories with new attributes are added frequently without downtime. The service must support single-item lookups by product ID and simple queries filtering on a handful of indexed fields, serving a mobile app with millions of reads per day across multiple regions. Which storage system best fits these requirements?