Ascend.io
Analytics & Data
Automated data pipeline platform that adapts to schema changes without breaking your workflows.
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About Tonic.ai
Tonic.ai creates synthetic datasets that mirror your production data's structure and patterns, so you can build and test without exposing sensitive information.
What it does
It analyzes your database schema and generates fake but realistic data—names, addresses, transactions—that maintains referential integrity and statistical distributions. You can deploy it on-prem or in the cloud.
Best for
- Software engineers needing realistic test data
- Data teams building demos without PII
- Compliance officers ensuring data privacy
Strengths
- Preserves database relationships and constraints
- Supports multiple databases (PostgreSQL, MySQL, Snowflake, etc.)
- Deployable on-prem for strict security requirements
Key features
- Synthetic data generation — Creates fake data that mimics real patterns, including distributions and correlations.
- Schema-aware — Automatically detects foreign keys, unique constraints, and data types.
- Privacy preservation — No real PII in generated data, compliant with GDPR and CCPA.
- Multi-database support — Works with PostgreSQL, MySQL, Snowflake, BigQuery, and more.
- On-prem deployment — Run inside your own infrastructure for maximum control.
