Synthesize

Mimic your data

Generate data that is both useful and secure for everyone on your team.

Give developers and data scientists the tools they need to model, shape, and size the data to their specific requirements.

Run flawless pre-production environments that look, act, and feel like production.

Create realistic test data based on your data, preserving critical relationships and maintaining input-to-output consistency across tables and databases.

Build effective ML models with data you can rely on.

Employ neural networks to mirror complex relationships throughout your data. Answer nuanced scientific questions, optimize business processes, and support business decisions with synthetic data that delivers real-world results.

No matter the data type,
our generators have got your data covered.
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protect

De-identify your data

Keep PII/PHI out of your lower environments.

Automate sensitive data detection and schema change alerts, to protect against leaks and breaches.

Understand how your data is being protected.

Get an added layer of security with RBAC and audit trails for full visibility and governance throughout your data generation pipeline.

Achieve compliance with mathematical guarantees of data privacy.

Apply differential privacy to ensure the strongest degree of protection and satisfy the requirements of GDPR, CCPA, HIPAA, and every other regulation on the horizon.

SUBSET

Create targeted, representative datasets

Shrink your data ecosystem from PB down to GB.

Subset across tables and across databases—even of different types—to get just the slice of data you need, with referential integrity fully intact.

Target your data with percentages or custom WHERE clauses.

Either way, we’ll traverse dependencies to get you everything you need and nothing you don’t.

Minimize your data footprint and debug with laser-focused precision.

These datasets are tailor-made to safely fit on your developers’ laptops and specifically target the bugs you need to fix.

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integrate

Work across all of your databases

Connect natively to the leading SQL and NoSQL databases.

Generate data that is realistic and consistent no matter where it lives. Support for all of your databases = support for all of your data, all of your teams, and all of your use cases.

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mongoDB
Shrink your data ecosystem from PB down to GB.
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PostgreSQL
Start optimizing and monitoring Postgres with pganalyze.
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MySQL
Open-source relational database management system.
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Microsoft SQL Server
Relational database management system developed by Microsoft.
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Oracle Database
All-in-one cloud database solution for data marts, data lakes, operational reporting, and batch data processing
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Azure SQL
Managed cloud database provided as part of Microsoft Azure.
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Databricks
Combines data warehouses & data lakes into a lakehouse architecture.
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Google Big Query
Fully-managed, serverless data warehouse.
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Amazon Aurora
Set Up, Operate, and Scale a Relational Database in the Cloud.
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Amazon Redshift
Set Up, Operate, and Scale a Relational Database in the Cloud.
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Snowflake
One platform, many workloads, no data silos.
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Apache Spark
Multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.
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IBM DB2
Family of data management products that manages data in on-premises and cloud environments.
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Azure Databricks
Data analytics platform optimized for the Microsoft Azure cloud services platform
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Amazon EMR
Cloud big data platform for running large-scale distributed data processing jobs, interactive SQL queries, and ML applications.
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Slack
Messaging program designed specifically for the workplace.
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Spinnaker
Open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence.
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Harness
Self-service CI/CD platform that allows engineers and DevOps to build, test, deploy, and verify software, on-demand.
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GitLab
Combines the ability to develop, secure, and operate software.
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Kubernetes
Open-source system for automating deployment, scaling, and management of containerized applications.
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Slack
Messaging program designed specifically for the workplace.
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Spinnaker
Open source, multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence.
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Jenkins
Open source automation server.
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Docker
Software platform that allows you to build, test, and deploy applications quickly.
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Argo
Open source tools for Kubernetes to run workflows, manage clusters, and do GitOps right.
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Codefresh
Enterprise management at scale. Unrivaled workflow insights. Deep historical trending.
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CloudBees
Continuous delivery software company.
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Jenkins
Open source automation server.
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Docker
Software platform that allows you to build, test, and deploy applications quickly.

CI/CD, meet continuous generation.

Integrate your test data pipeline seamlessly into your CI/CD workflows, so everyone on your team has the data they need, when they need it.

The UI is there when you want it. The API is there when you don’t.

Access every feature by way of the API. Set up webhooks and post-job scripts to further automate your data pipeline.

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Fake your world a better place

Enable your developers, unblock your data scientists, and respect data privacy as a human right.