Tonic NoSQL by Tonic.ai is a quality test data platform designed for semi-structured data. It features capabilities to generate realistic NoSQL data from real data for streamlined development and testing. Tonic NoSQL automatically handles various data types within the same field across documents via an artificial hybrid document. It masks different data types using different rules, even within the same field, and generates referentially intact subsets of document-based data sized to developers’ needs. Tonic NoSQL equips development, testing, and QA teams with quality NoSQL data to speed up release cycles and get products to market faster. It enables shift-left testing and development with realistic NoSQL data for earlier bug detection and product optimization. Tonic NoSQL integrates with leading NoSQL solutions, generating realistic test data in MongoDB, DocumentDB, and JSON files. It reduces infrastructure costs and eliminates resource-heavy workarounds by streamlining NoSQL test data management. Tonic NoSQL ensures regulatory compliance by enforcing security policies within fake data generation and unblocks off-shore resources by equipping them with synthetic test data that is safe, useful, and accessible across borders.