Production-like data for application development and QA

What if your tests adapted automatically?

Connect data source

Create workflow & run job

Set up your test data workflow in minutes—choose the intuitive visual editor for a guided, no-code experience, or use the powerful CLI for full control and automation.

Deploy to test environment

Seamlessly deploy your prepared test data into any test or pre-production environment. Integrate with your CI/CD pipeline for continuous, automated updates, ensuring your teams always have secure, production-like data for development, QA, and load testing.

What if your tests adapted automatically?

Connect data source

Connect to your data in the way that works best for your workflow: link a database schema, upload a database sample, integrate directly with your application via API, or securely connect to your full production database through an API. Synthesized supports a wide range of databases and input types, making it easy to get started with your real data, wherever it resides.

Create workflow & run job

Set up your test data workflow in minutes—choose the intuitive visual editor for a guided, no-code experience, or use the powerful CLI for full control and automation. Easily configure masking, subsetting, or data generation steps, then run jobs to automatically transform and synthesize high-quality, compliant test data—no manual scripting required.

Deploy to test environment

Databases & applications

Stream PostgreSQL database preparation for development and testing

Synthesized provides the only AI-driven database masking, subsetting, and generation for PostgreSQL, tailored for application development and testing teams.

Automate the creation of databases that closely mirror production environments.
Enhance security and compliance by intelligently masking sensitive data, ensuring that personally identifiable information is protected.

Automate SQL Server test data provisioning

Synthesized optimizes SQL Server development cycles by efficiently identifying performance bottlenecks and data anomalies, crucial for handling large transaction volumes and complex queries.

Ensure every possible data scenario is covered by your test data.
Identify the "unknown unknowns", to accelerate release cycles and deliver with fewer bugs.

Automated test data provisioning for Oracle

Synthesized for Oracle databases enhance environments that handle high-volume transactions and complex production pipelines. Minimize downtime and optimize development with the right data, not all the data.

Manage complex Oracle-specific data types and relationships with Synthesized automated data generation
Intelligent masking for PII risk discovery.

Enhance Salesforce development with privacy-preserving snapshots

Synthesized enables rapid, reliable Salesforce application development with privacy-preserving snapshots for QA and development. Quickly identify and resolve issues, minimizing operational disruptions and enhance application robustness before release, not after.

Automated, comprehensive data coverage for any use-case
Protect sensitive customer information with AI-driven data masking techniques, ensuring compliance with codified regulatory rules

Generate

Data generation with GenAI for any development and QA use-case

Streamline the database generation process with the LLM, ensuring the availability of high-quality data for testing while minimizing manual effort and accelerating development cycles.

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Mask

Reduce the risk with codified regulatory rules

Ensure regulatory compliance and reduce risk by encoding masking policies that protect sensitive data from breaches and legal liabilities.

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Subset

Access the right data, not all the data

Enable secure, role-specific data access by generating tailored subsets with GenAI and selectively masking sensitive information to balance usability and protection.

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MORE THAN JUST FASTER RELEASES

Create data with Synthesized to:

Accelerate cloud and application migration

Overcome fragmented systems with a unified test data platform. Synthesized breaks down data silos, providing seamless integration and a consistent approach to test data management. Flaky tests undermine confidence in automation. Synthesized ensures your test data is stable and reliable, aligning perfectly with your test automation frameworks for consistent results.

Adopt DevOps for your database management

Save over 70% in costs per application dev & test lifecycle. Make your database provisioning cloud-native using Synthesized database generation, masking and subsetting engine that runs in Kubernetes. Seamless integration with testing frameworks enables efficient automation, while continuous learning ensures ongoing improvement, resulting in faster, higher-quality software releases.

Automate test data management with the power of AI

With AI algorithms analyzing requirements and patterns, synthetic or realistic data is produced, ensuring comprehensive test coverage. Sensitive data is protected through intelligent masking techniques while maintaining data integrity. Test data is dynamically refreshed to reflect changes in the application, and predictive maintenance anticipates future testing needs.

Identify bugs earlier, for faster, more stable releases

Ensure rapid detection, root cause analysis, and resolution of data quality issues, enabling quick mitigation before impacting your operations. Feel confident in your application by finding the root cause before anyone else.