Our technology

Enterprise native

Our synthetic data is proven in production with some of the largest, most regulated organisations in the world.

Trusted by the world’s most ambitious companies

Use your data without taking any risks

Enterprise data demands highly secure environments to protect it. Gaining access often involves navigating many layers of security and sign off, or moving data and compromising safety.

Every component of the Hazy software is designed for the most sensitive customer environments. So it’s never been safer or easier for your teams to access and use your data.

Source environment Secure Hub environment User environment Source data Synthetic data Project management Configuration management Train Generate Model Config Model Your data never leaves your environment. The Hazy hub communicates via a secure bridge. The Hub sits within a wider network where it is accessible to Data Scientists or other data pipelines. Synthetic data can be generated in any environment without access to the original data.

Enterprise synthetic data


A modular, extensible platform that scales with your business

  • Produce synthetic data from any structured data, including tabular and time series 

  • Review and compare metrics between synthetic and real data to make adjustments

  • Seamlessly add validation and protection measures. No need to re-architect or re-engineer


Accelerate user access to data, expedite business decisions.

  • Collaborate to configure and train synthetic data at the same time, from one central hub

  • Frictionless self-serve UI empowers anyone to generate synthetic data at scale

  • Build a marketplace for on-demand datasets for any team


Save on time, energy and resource with flexible, automated configuration

  • Auto detection of handlers and datatypes speeds up data configuration

  • Kubernetes enables elastic scaling and reduced compute resources

  • Advanced memory optimisation and subsetting techniques lower energy usage

Security and compliance

Generate and use synthetic data confident in the knowledge that it is safe, secure and compliant.

  • Deploy on-premises or in the cloud, without data leaving your environment

  • Hazy software runs independently within your designated environment

  • Customisable access permissions and audit trails provide data access controls

Proven in production

Makes data available in the most complex and regulated environments in the world.

  • Built-in statistical and functional validation of models and data quality via an intuitive dashboard 

  • Enterprise-specific documentation and guidance

  • Hazy synthetic data with differential privacy contains no personal identifiable information and falls outside of regulation such as GDPR

Professor Anthony Finkelstein
Professor Anthony Finkelstein, Chief Scientific Adviser for National Security to the UK Government
“Privacy preserving synthetic data, of the kind being pioneered by Hazy, is massively important with potential to reshape the data economy and beyond.”
Robert Lee
Robert Lee, Nationwide Building Society
“There is nothing more private for our members than data which has never existed in real life. As we tune the generation of the synthetic data we can create the data at a scale that we have never experienced, and yet it reflects reality; truly amazing.”
Madhu Narasimhan
Madhu Narasimhan, Wells Fargo
“We underestimated the amount of enthusiasm our internal data scientists would have for this. It’s not just a plus for our business and our ability to serve our customers better; it’s a great workforce energising mechanism as well.”
Enterprise partners

Hazy plugs into your tech ecosystem


Cloud partners

Hazy integrates with leading infrastructure such as AWS and Azure, so you can easily generate and use synthetic data in the cloud.


System integrators

We partner with your existing integrators, or can bring our own, to help bake Hazy’s synthetic data into your tech transformation projects.


Tech partners

Hazy pre-integrates into your existing data and technology stack, so you can plug synthetic data into exactly how you work today.

Get started with synthetic data for free

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