Tonic.ai offers a comprehensive suite of tools—including Tonic Structural, Textual, Ephemeral, Fabricate, and Validate—to enable secure synthetic data generation, masking, subsetting, redaction, and mock API creation. Built for software engineers and ML teams, it preserves statistical fidelity and referential integrity while protecting privacy through NER-driven techniques and compliance certifications like SOC 2 and HIPAA. The platform accelerates engineering velocity, streamlines QA environments, and supports RAG systems and LLM fine-tuning. Trusted by companies across industries from healthcare to e‑commerce. All products are available via cloud or self‑hosted deployment. :contentReference[oaicite:1]{index=1}
Tonic.ai Product Information
Pricing
Pricing generally starts around $10,000/year per product module (Structural, Textual, Ephemeral) based on data volume and use; AWS Marketplace and enterprise custom contracts available; minimum annual spend applies. :contentReference[oaicite:2]{index=2}
Frequently Asked Questions
What products are included in the Tonic.ai suite?
Tonic.ai includes Structural for structured data, Textual for free‑text, Fabricate for full synthetic environments, Ephemeral for isolated test databases, and Validate for RAG performance monitoring.
Can I generate synthetic data from scratch?
Yes — with Tonic Fabricate you can generate realistic relational databases and mock APIs from scratch.
Does Tonic.ai support unstructured text masking?
Yes — Tonic Textual uses NER models to detect, redact, and synthesize unstructured text while preserving data utility.
What compliance certifications does Tonic.ai hold?
The platform holds certifications including SOC 2 Type II and is used in HIPAA‑compliant healthcare environments.
Is API access available?
Yes — Tonic.ai provides API and container-based access to provision environments, manage data workflows, and integrate with CI/CD.
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