Thank you for your feedback. DynamoDB makes sense for read-heavy workloads, as it can scale massively and always answer in just a few milliseconds. But it requires to think differently to define the model. Search for Alex Debrie articles and books if interested. Regarding Appsync, it won't add additional query capacity to DDB, but if needed you can have a pipeline resolver to perform multiple queries and aggregate the results. Hope that helps.