Tonic.ai + Databricks

Privacy-preserving synthetic data on Databricks with Tonic.ai

Enhance the usability of sensitive production data for software and AI workflows with Tonic.ai’s native Databricks integrations.

Enhance AI development and data privacy with Tonic.ai and Databricks

Leverage the power of Tonic.ai’s data synthesis and de-identification solutions for structured and unstructured data within Databricks to tackle enterprise challenges like privacy, scalability, and data preparation.

Tonic Textual + Databricks for AI

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Unstructured data transformation

Prepare, protect, and enrich unstructured data formats—like PDFs, Word docs, and JSON—for seamless use in AI workflows, powered by Tonic Textual and Databricks Agents Framework.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Safe ML model training

Train robust AI/ML models and fine-tune LLMs with secure, production-like synthetic data that retains statistical integrity while ensuring privacy compliance.

Tonic Structural + Databricks for analytics, development, and testing

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Scalable test environments

Use Tonic.ai’s synthetic data capabilities to create test environments that mimic production, driving faster releases and fewer defects without exposing sensitive information.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Medallion architecture support

Implement privacy-preserving data practices across your Databricks Medallion Lakehouse layers—ensuring data safety from Bronze to Gold.

Integrated data solutions built for Databricks

Accelerate your data workflows by embedding Tonic.ai into your Databricks environment. From de-identifying unstructured data for RAG and fine-tuning, to replicating entire Databricks environments for testing workflows, our native integration with Unity Catalog and Delta Tables ensures your data is protected and compliant without sacrificing usability.

Resources
Learn more about the Tonic.ai and Databricks partnership:

Building a RAG system on Databricks with your unstructured data using Tonic Textual

Technical deep dive

Unlocking secure data utility: the Tonic.ai and Databricks partnership and integration

Product updates

How to create realistic test data for Databricks with Tonic.ai

Product updates

Maximize your data’s potential with Tonic.ai on Databricks

Safeguard sensitive information while unlocking its full utility for AI, analytics, and software development.
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.