Tonic.ai
Synthetic data generation platform for accelerating development and testing without exposing sensitive production data
- Also known as
- tonic-ai
Available worldwide
What is Tonic.ai?
A platform that creates realistic synthetic datasets for software testing and AI model training, either by de-identifying production data or generating new data from scratch using AI agents and foundation models.
Tonic.ai pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
From $29/month with free tier. Hybrid subscription and usage-based pricing.
Free
FreeFree tier with monthly usage credits
- $5 monthly credits
- Support via Discord
- Tonic Cloud deployment
Individual
Monthly subscription with included credits and metered overage charges
- $25 monthly credits
- Support via Discord and email
- Tonic Cloud deployment
- Data Agent
- Mock APIs
- Automated Workflows
Enterprise
Contact salesCustom pricing for advanced enterprise deployment and features
- Centralized billing
- Dedicated customer support
- Multiple workspaces with RBAC
- SSO/SAML authentication
- Tonic Cloud or self-hosted deployment
- Data Agent
- Mock APIs
- Automated Workflows
- Plan Mode
- Bring your own LLM API key
What Tonic.ai does
The capabilities that matter for synthetic data, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Generation method
- LLM/transformer
- Relational integrity
- ✓
- Differential privacy
- -
- Privacy risk scoring
- ✓
- Fidelity utility reporting
- ✓
- Masking included
- ✓
- Deployment
- Both
- Open source
- ✗
- Ci cd integration
- ✓
- Industry focus
- Other regulated
- SOC2
- ✓
- HIPAA available
- ✓
- Pricing model
- Usage based
Platform & deployment
Independently observed- Web
- Cloud / SaaS
- Hybrid
- Self-hosted
Integrations (22)
Independently observed- PostgreSQL←•
- Oracle←•
- Amazon Aurora←•
- GitHub Actions→
- AWS•
- Azure•
- Okta•
- Salesforce
- Spark
- Snowflake
- Databricks
- AWS Marketplace
- Google Cloud Marketplace
- GitHub
- LlamaIndex
- Haystack
- Ragas
- Microsoft Fabric
- OpenAI
- Cohere
- Amazon Bedrock
- Release
Security & compliance
Independently observed- SOC 2 Type IIactive
Tonic.ai FAQ
Common questions about Tonic.ai, answered from independent, dated evidence.
What is Tonic.ai?
Software that removes sensitive information from databases and unstructured data, replacing it with realistic synthetic alternatives. Organizations use it to meet privacy regulations while giving development and AI teams safe access to production-like data. It is indexed under Synthetic Data.
Source: https://www.tonic.ai
Is Tonic.ai free?
Tonic.ai offers a free tier, so you can start without paying. Paid plans start at $29 per month. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.
Source: https://www.tonic.ai/pricing
What platforms does Tonic.ai support?
We have confirmed browser-based access to Tonic.ai. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.
Source: https://www.tonic.ai
Can Tonic.ai be self-hosted?
Yes. Tonic.ai can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.
Source: https://www.tonic.ai
What does Tonic.ai integrate with?
We have confirmed 18 integrations for Tonic.ai, including Salesforce, Spark, Snowflake, Databricks, AWS Marketplace, Google Cloud Marketplace, GitHub and LlamaIndex, plus 10 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.
Source: https://www.tonic.ai
What security certifications does Tonic.ai have?
We have independently confirmed SOC 2, HIPAA and GDPR for Tonic.ai. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Tonic.ai not holding them. Always confirm compliance directly before you rely on it.
Tonic.ai alternatives
Other synthetic data we track, ranked by the same independent score.
- YData SyntheticA data platform for creating privacy-compliant synthetic data to improve machine learning model qualitylow · 35%
- K2viewData integration platform that applies privacy controls and governance to enterprise informationlow · 35%
- SarusRepository of classical machine learning models built with TensorFlow and Keraslow · 12%
- SynthoPlatform for generating realistic synthetic test data while preserving data privacy using masking, rule-based, and AI-generated methodslow · 29%
- MOSTLY AISecure access to production data with privacy-protected synthetic data generation for teamslow · 5%
- AindoGenerate evidence and insights from artificial data while maintaining privacy and securitylow · 37%
Compare Tonic.ai
Side by side against other synthetic data, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Tonic.ai, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Security posture | 70 | 0.12 | 8.5 | ✓ |
| Pricing transparency | 100 | 0.05 | 5.4 | ✓ |
| Capabilities | 87 | 0.04 | 3.3 | ✓ |
| Price level | 50 | 0.04 | 2.1 | ✓ |
| Integrations | 27 | 0.04 | 1.2 | ✓ |
| Reliability | 0 | 0.07 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 6 items | mediumsource · 2026-09-10 · 62% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Soc2: Yes · Deployment: both · Open source: No · Pricing model: usage-based · Industry focus: other-regulated · Hipaa available: Yes | mediumsource · 2026-10-12 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 8 | mediumsource · 2026-10-12 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-10-12 · 75% |
Pricing
Security
| Attribute | Value | Evidence |
|---|---|---|
| Soc2 | Yes | highsource · 2026-10-12 · 75% |
| Gdpr | Yes | highsource · 2026-10-12 · 75% |
| Hipaa | Yes | highsource · 2026-10-12 · 75% |
| Pci | Yes | highsource · 2026-10-12 · 75% |
| Certifications | SOC 2 Type II | mediumsource · 2026-10-12 · 60% |
| Trust center | https://www.tonic.ai/solutions/use-case/compliance | mediumsource · 2026-10-12 · 60% |
Is Tonic.ai the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank Tonic.ai against the rest of the synthetic data we index, using the same dated evidence weighted your way.
Free to run, no account needed to start. How the evaluation works
Is this your product?
This profile was built from public sources without asking you. You can take the badge below and use it anywhere, and you can claim the profile to correct anything we got wrong. Both are free, and neither moves Tonic.ai up or down: nobody can buy rank here, including you.
Take the badge
Live, always current, and free to use on your own site. It shows Tonic.ai's independent score and links back to this profile.
<a href="https://www.vioscale.ai/software/tonic-ai" target="_blank" rel="noopener">
<img src="https://www.vioscale.ai/badge/software/tonic-ai.svg" alt="Tonic.ai, verified on vioscaleAI" width="330" height="76" loading="lazy" />
</a>Markdown, for a README →
[](https://www.vioscale.ai/software/tonic-ai)Claim the profile
Verify you control the domain, then point us at the pages that state the facts about Tonic.ai and add your own description and media. Free, and it does not change the score.
- Correct anything wrong, with evidence
- Point our crawler at the pages that matter
- Write your own description and add media
Not the owner? How vendor profiles work