Tonic.ai specializes in generating synthetic and de-identified data for software and AI development, helping organizations accelerate engineering processes while ensuring privacy and compliance. Its products span structured, unstructured, and from-scratch data needs: Tonic Structural de-identifies, subsets, and synthesizes production databases for high-fidelity test environments while preserving referential integrity; Tonic Fabricate creates fully relational synthetic databases and mock APIs from scratch; and Tonic Textual de-identifies, redacts, and synthesizes unstructured free-text and file-based data, unlocking sensitive datasets for AI development. Tonic.ai primarily serves engineering, QA, data science, and security teams in regulated industries — notably healthcare (HIPAA), financial services (PCI), and government — with customers including eBay, Philips, and Patterson Companies.