Seamless integrations for your enterprise data workflows

Our products offer performant, native integrations with structured, semi-structured, and unstructured data sources, from relational databases to cloud-based data warehouses to files and NoSQL data stores.
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NoSQL databases

Amazon DocumentDB

The fully managed native JSON document database. Tonic Structural supports DocumentDB data via our MongoDB data connector.
Tonic Structural
NoSQL databases

Amazon DynamoDB

Amazon's serverless, NoSQL database service for developing modern applications at scale. Tonic Structural supports DynamoDB data that is hosted on a local instance or on a cloud instance.
Tonic Structural
Flat files
Data lake

Amazon EMR

Amazon Elastic MapReduce (EMR) is Amazon's managed Spark Cluster. Tonic Structural uses EMR to support the processing of flat files in S3.
Tonic Structural
Data warehouses

Amazon Redshift

Amazon's cloud-based data warehouse service.
Tonic Structural
Data warehouses
Data lake
Flat files

Databricks

The cloud-based data lakehouse for big data processing. Tonic Structural supports Spark jobs run on Databricks on AWS and Azure Databricks.
Tonic Structural
Tonic Textual
Flat files

Files on Amazon S3

Tonic supports .csv, .tsv, .json, .xml, Parquet, and Avro files, as well as .txt, .gzip, and many unstructured file types (PDF, .docx, images, etc.), from Amazon S3.
Tonic Structural
Tonic Textual
Flat files

Files on Google Cloud Storage

Tonic supports .csv, .tsv, .json, .xml, Parquet, and Avro files, as well as .txt, .gzip, and many unstructured file types (PDF, .docx, images, etc.), from Google Cloud Storage (GCS).
Tonic Structural
Flat files

Files on MinIO

Tonic supports .csv, .tsv, .json, .xml, Parquet, and Avro files, as well as .txt, .gzip, and many unstructured file types (PDF, .docx, images, etc.), from Amazon S3.
Tonic Structural
Data warehouses

Google BigQuery

Google's cloud-based enterprise data warehouse.
Tonic Structural
Relational databases

IBM Db2

The data management platform from IBM. Tonic Structural supports IBM Db2 for Linux, Unix, and Windows (Db2 for LUW).
Tonic Structural
Flat files

Local files

Tonic supports .csv, .tsv, .json, .xml, Parquet, and Avro files, as well as .txt, .gzip, and many unstructured file types (PDF, .docx, images, etc.), from local file systems.
Tonic Structural
Tonic Fabricate
Tonic Textual
NoSQL databases

MongoDB

The leading open source NoSQL database. Tonic Structural supports MongoDB data that is either hosted on Atlas or is self-hosted.
Tonic Structural
Relational databases

MySQL

The classic open-source relational database management system. Via this integration, Tonic Structural also supports MariaDB.
Tonic Structural
Tonic Fabricate
Relational databases
Data warehouses

Oracle

The classic relational database management system, often used for data warehousing. Tonic Structural supports Oracles versions 12c and above.
Tonic Structural
Tonic Fabricate
Relational databases

PostgreSQL

The classic open-source relational database management system. Tonic supports PostgreSQL 10 through PostgreSQL 16.
Tonic Structural
Tonic Fabricate
Relational databases

SQL Server

The relational database management system developed by Microsoft. You can also use Tonic Structural's SQL Server data connector to connect to an Azure SQL database.
Tonic Structural
Tonic Fabricate
SaaS applications

Salesforce

The cloud-based customer relationship management (CRM) application, supported by Tonic Structural.
Tonic Structural
Data warehouses

Snowflake

The cloud-based data warehouse for data storage, analytics, and app development. Tonic supports Snowflake on both AWS and Azure.
Tonic Structural
Tonic Textual
Flat files
Data lake

Spark SDK

In addition to its native integration with Databricks and Amazon EMR, Tonic Structural also supports Spark through an SDK.
Tonic Structural
Relational databases

YugabyteDB

The PostgreSQL-compatible distributed database for cloud applications.
Tonic Structural
Most Recent
Guides
Explore the world of data masking and discover how it plays a crucial role in safeguarding sensitive information while maintaining data utility.
See all

Data masking’s role in leveraging production data for testing and development

Test Data Management

Uploading and referencing production data in a synthetic dataset, with Tonic Fabricate

Tonic Fabricate how-tos

Customizing foreign key distribution in synthetic data with Tonic Fabricate

Tonic Fabricate how-tos

Data masking for government agencies: a guide

Data de-identification

How to mask data in Snowflake: a step-by-step guide

Tonic Structural how-tos

Build better and faster with quality test data today.

Unblock data access, turbocharge development, and respect data privacy as a human right.
Accelerate development with high-quality, privacy-respecting synthetic test data from Tonic.ai.Boost development speed and maintain data privacy with Tonic.ai's synthetic data solutions, ensuring secure and efficient test environments.