The most advanced synthetic data platform
Hazy is an end to end synthetic data platform that enables your teams to generate safe synthetic data quickly, safely and easily.
A synthetic data platform with security at its core
Hazy has been designed for both SME and enterprise adoption with data security, data privacy and compliance at its core. The platform is composed of multiple components that allow for seamless integration with your existing and future network and security infrastructure.
Secure by design
Generate and use synthetic data confident in the knowledge that it is safe, secure and only in the hands of those that need it.
Deploy on-premises or in the cloud next to your source data so no data leaves your environment
Hazy software runs independently within your designated environment
Customisable roles and permission set provide data access controls
Truly private synthetic data
Not all synthetic data is private. Our expert team has spent years developing and honing our generative models to ensure Hazy synthetic data is private.
We deploy differential privacy to synthetic data generation - a mathematical guarantee which significantly lowers the risk of re-identification. Read more.
Compliant with GDPR and CCPA
Privacy can be tricky to understand, compliance is not. Hazy has built in checks to ensure the synthetic data you generate is safe and compliant with data protection laws.
The platform identifies personal identifiable information (PII), enabling users to check the data
Auditable data controller sign off and downloadable audit logs that can be accessed at any time.
Architecture
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.
Deployment
Deploying the Hazy synthetic data platform
Hazy is deployed next to your source data, either on-premises or on the cloud.
Hazy can be installed and deployed in two different formats:
single container - a self-contained service & UI for single use cases and small teams
distributed architecture - multiple containerised services (orchestrated with Kubernetes) to enable elastically scalable training and generation workloads.
Distributed deployment supports deploying capabilities based on function and user access requirements (high and low security elements).
The platform can be deployed in as little as two weeks.
Designed for scale
A platform for all data roles
Modern data teams are made up of various skills, roles and responsibilities. That’s why Hazy offers an intuitive UI - the Hazy Hub - or an SDK to train and generate synthetic data. Empower your teams to generate, access and review synthetic data safely.
01
Role based access control
Easily assign roles and appropriate permission sets depending on your users. Select and edit access rights to configurations, models and generated synthetic data and keep your sensitive data protected.
02
Consumer and producers
Make synthetic data accessible on demand for your team with our dashboard interface. Enable data consumers access to synthetic data, a safe alternative to production data that can be used downstream safely and easily.
03
Validating the quality of synthetic data
The platform offers an extensive suite of metrics to analyse the generated data. Find out more information about our metrics.
Explore Hazy platform's features
FeaturesEnterprise synthetic data
Flexible
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
Scale
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
Efficiency
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
“Privacy preserving synthetic data, of the kind being pioneered by Hazy, is massively important with potential to reshape the data economy and beyond.”
“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.”
“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.”
