Tonic Structural
Tonic Structural: A privacy-focused TDM platform for realistic, relationship-preserving test datasets. Ranked #5 of 25 in Test Data Management Software by our editors (8.8/10); pricing: Pricing on request; best for enterprise privacy-focused TDM programs.
At a glance
- Editor score8.8 / 10
- PricingPricing on request
- Best forEnterprise privacy-focused TDM programs
- Free planNo
- Synthetic data generationYes
- Founded2018 · San Francisco, California, United States
- Facts checked20 Sep 2026
Where it wins
- Automated PII and PHI discovery with masking and synthesis
- Referential-integrity-preserving subsetting and scheduled refreshes
- Cloud or self-hosted deployment with APIs and audit trails
Where it doesn't
- No free plan for evaluating the platform
- Pricing requires contacting sales
- Professional limits users and data source types
Our verdict on Tonic Structural
Tonic Structural is a test data management platform for software development, QA, and regulated organizations. It transforms structured and semi-structured production data into safe, realistic datasets while preserving relationships and referential integrity. Its feature set covers PII and PHI discovery, masking, synthesis, database subsetting, scheduled refreshes, privacy reports, audit trails, workspace sharing, and role-based access control. It fits teams that need repeatable test-data workflows alongside privacy controls and collaboration.
The published plans show two paid tiers, both with contact-sales pricing. Professional supports up to 10TB, up to 10 users, and two data source types, with unlimited workspaces, databases, and generated data. It runs on Tonic Cloud and supports Tonic Auth or Google SSO. Enterprise expands those limits to unlimited users, data source types, workspaces, databases, and generated data. It also adds a choice between Tonic Cloud and self-hosted deployment, along with RBAC and SSO/SAML. Teams comparing the tiers should focus on scale, identity requirements, and deployment control rather than a published price difference.
Structural’s ecosystem includes relational, NoSQL, warehouse, lakehouse, and file connectors, including PostgreSQL, Oracle, Salesforce, IBM Db2, Amazon Redshift, Snowflake, Databricks, MySQL, SQL Server, MongoDB, Google BigQuery, and Amazon S3. A REST API supports Structural tasks, while scheduled generation and refreshes support recurring workflows. Privacy reports and protection audit trails add governance visibility. Choose Structural when broad platform connectivity, privacy-focused controls, and hybrid deployment matter. Organizations seeking a free plan or transparent numeric pricing should consider alternatives with those purchasing options.
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Tonic Structural pricing
All 2 Tonic Structural plans and prices →
Tonic Structural fact sheet
| Free plan | No |
|---|---|
| Paid from | Not verified |
| Synthetic data generation | Yes |
| Data masking | Yes |
| Data subsetting | Yes |
| Refresh automation | Automated |
| Deployment model | Hybrid |
| API access | Yes |
| Deployment | Cloud, Self-hosted |
| Platforms | Web |
| Compliance & security | SOC 2, GDPR, HIPAA, SSO/SAML |
| Support | Email, Docs |
| Built for | Small business, Mid-market, Enterprise (editorial estimate) |
| Integrations | 13 integrations: PostgreSQL, Oracle, Salesforce, IBM Db2, Amazon Redshift, Snowflake … |
| Pricing | Pricing on request (source) |
| Website | tonic.ai |
| Facts checked | 20 Sep 2026 |
Tonic Structural integrations
Tonic Structural lists 13 integrations on its own site.
- PostgreSQL
- Oracle
- Salesforce
- IBM Db2
- Amazon Redshift
- Snowflake
- Databricks
- MySQL
- SQL Server
- MongoDB
- Spark SDK
- Google BigQuery
- Amazon S3
Alternatives to Tonic Structural
- Perforce Delphix Test Data ManagementA broad hybrid platform for governed, automated test data delivery.9.4
- Informatica Test Data ManagementA broad test data management suite for enterprise discovery, generation, masking, and workflows.9.1
- IBM Optim Test Data ManagementA focused choice for relational extraction, masking and right-sized test environments.9.0
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Tonic Structural vs the competition
- Tonic Structural vs Perforce Delphix Test Data Management
- Tonic Structural vs Informatica Test Data Management
- Tonic Structural vs IBM Optim Test Data Management
- Tonic Structural vs Redgate Clone
- Tonic Structural vs Curiosity Software Enterprise Test Data
- Tonic Structural vs Mage Data Test Data Management
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Also Ranked In
Tonic Structural is ranked in 2 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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