Make Machine Learning models production ready!
With on-demand, code-free creation of feature data on enterprise and cloud databases for model testing and training
- Data prep and features delivered natively on your production data platform, for compatibility with production model use. Repeatable, scalable, on demand feature data supports thorough model testing and training, for model accuracy and production readiness.
- Empower scientists, analysts, and engineers to experiment with code-free data extraction, cleansing, and feature generation. Deliver features from large databases with representative or biased subsets, with summary statistics, filtering, and custom logic.
- Ensure compliance using security and access controls of your production platform. Include data privacy by replacing sensitive data with safe synthetic data.
- Ensure model accuracy with continuous model training.
Gartner names Windocks as key vendor for Machine Learning synthetic data
Windocks was included in Gartner's recent report "Emerging Tech Impact Radar: Data and Analytics." The renowned consulting firm named Windocks as a key vendor in the tabular and synthetic data.
Windocks covered by Bloor Research in Test Data Management
Find out how Bloor describes Windocks as "an up-and-coming database virtualisation vendor that it looks like it might be poised to shake up the space."
SQL Server to Snowflake at 20 million rows per minute

A Trusted Partner
Windocks is a trusted partner for large and small organizations around the world. Windocks customers benefit from unique capabilities ranging from database subsetting, to Windows SQL Server containers, database cloning, and one-click data delivery.
Windocks customers also benefit from responsive, customer focused support and product priorities.
SITUATION
Novartis technology teams across UK, India, and Spain required access to shared cancer genomics sequencing data. With previous technologies, they had to track installs client-side to ensure they were working with the same test data.
SOLUTION
Novartis utilizes Windocks to automate the deployment of identical, terabyte-scale SQL Server test databases for teams across geographies, with Windows authentication for access control and integrating data masking for data privacy.
IMPACT
Continuous delivery of technology improvements and data to clinicians and researchers. Technology contributed to better research outcomes and compliance with patient data security regulations.
Features and Pricing
Community
Free
Database subsetting, Synthetic data, and Database and Cloud Mover
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Source data - up to 1 GB of data (generally sufficient for 10 GB DB)
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SQL Server, Postgre, MySQL, Aurora, Snowflake, Azure Managed Instance, Azure SQL, AWS RDS, and flat files
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One-click migration of databases to a new instance or to a different platform or cloud service
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Database subsetting and synthetic data generation
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Community Support
Standard
$5,950/year
Machine Learning feature data creation, database subsetting, Synthetic data, and Database and Cloud Mover, with added capacity and technical support
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Everything in Community Edition plus:
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Source data - up to 1 TB
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Email support
Enterprise
By quote
Machine Learning feature data creation, database subsetting, Synthetic data, Database and Cloud Mover, plus Database cloning, and Windows SQL Server containers
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Everything in Standard plus
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Source data - 1 to 99 TB
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Windows SQL Server containers
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Oracle, DB2, and other databases
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Snapshot and reproduce changes made to database clones (docker commit database containers)
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Database orchestration - Orchestrate Git, access control, other services
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User and group level access controls, database audit logs
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Production database timeline, rollback
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Database masking with sensitive data discovery and classification, mask creation and data obfuscation
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Add custom synthetic data generation support using your preferred open source or in-house libraries
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Storage system integration for Cohesity, Actifio, Rubrik, and more
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Email and Zoom support
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Interested? Email support@windocks.com
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