The Synthesized DataOps platform

Synthesized is the all in-one DataOps platform enabling secure data sharing and collaboration across internal groups, remote teams and external partners.

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All-in-One DataOps platform

Our platform unlocks data's full potential by automating all stages of data provisioning and data preparation with cutting-edge artificial-intelligence technology (AI).

High-performance resampling

Access massive datasets in minutes

Synthesized gives your team access to a vast array of high-quality synthesized data in minutes. Our industry-leading AI automates data curation and insight delivery, fast-tracking development, and boosting model accuracy. Having all your data and test projects on one centralized platform dramatically reduces time-to-insight.

Scalability

Accurate. Versatile. Limitless

Safely accelerate pilots and application rollouts without compromising on quality. Our platform enables you to experiment quickly and efficiently across unlimited data scenarios. As your data evolves over time, you can be sure that your models will remain accurate and bias-free.

Automated data curation

High volume, representative datasets on demand

Synthesized automatically provisions and curates structured data, by using proprietary rebalancing and augmentation techniques. With superior data assets at scale, you can blow past your limits, create new dev & test data, and accelerate product development.

Data privacy and compliance

Zero Bias. Zero risks. Endless possibilities

Synthesized takes compliance to the next level by replacing sensitive customer data (incl. PII, SPI, etc.) with synthetic data. Now you can test across a full range of customer attributes without any risk of data breaches. Plus, our platform’s automatic bias discovery and mitigation features enable you to build fairer, more resilient models in a highly secure testing environment.

Platform Capabilities

Synthesized is the all in one DataOps platform enabling secure data sharing and collaboration across internal groups, remote teams and external partners to increase productivity and drive innovation. 

Data Quality

Data Quality Profiling

Quantity doesn’t always mean quality when it comes to data. With our data profiling tool, you can evaluate the quality of your data and determine how much data is needed to achieve your project aims. Monitor your data changes over time and get alerted of sudden changes to your data streams.

Data Source Monitoring

Quantity doesn’t always mean quality when it comes to data. With our data profiling tool, you can evaluate the quality of your data and determine how much data is needed to achieve your project aims. Monitor your data changes over time and get alerted of sudden changes to your data streams.

Data Augmentation

When data is expensive and time consuming to collect, projects are in an early stage or you simply do not have sufficient data to test, you risk building Data Science projects with small datasets, lacking generalization and producing overfit on training datasets.

Synthesized is able to learn from small datasets, and generate new datasets to augment them. You get instant access to high volumes of representative data for training and analysis—simplifying data procurement and letting you charge ahead at full speed on your data projects.

Data Rebalancing

Typically some attributes in a production dataset may have underrepresented classes—for instance, fraudsters and delinquents in credit data. Scenarios like these can lead to unexpected outcomes, such as underperforming classifiers and reduced testing coverage. 

With Synthesized, you can alter marginal distributions as desired, and rebalance datasets by generating realistic samples for the underrepresented classes. With Data Rebalancing, improve performance in unbalanced datasets and ensure proper behaviour across all datasets. 

Intelligent Data Scenarios

Determine the test coverage of a given dataset and functional mapping to find gaps that may have previously not been apparent. Intelligently generate more samples that cover those cases you otherwise would have missed out on.

Synthesized enables the creation of completely new, unlimited data scenarios for ML Training, Test and Development or BI purposes. With the Synthesized platform your data won’t have missing values, outlier cases or biases. And working collaboratively on your data will come with zero risks or limitations. 

Database Generation

Using production databases (or replicas) for testing requires stringent permissions management and data obfuscation without the guarantee of your data fully covering your test cases. 

Our Database Generation tool allows you to generate a privacy compliant version of your database with increased coverage—in minutes.

Fairness and Bias Mitigation 

Bias Detection and Fairness Quantification

Detect potentially sensitive groups within your datasets — across attributes such as age, gender, race — and quantify how different the target variable distribution is for each of these sensitive groups with respect to the rest of the population. 

Bias Mitigation 

Manipulate the dataset by generating new samples and undersampling, so that the sensitive groups’ target distribution is similar to the overall dataset.

Data Privacy

Data Privacy

Synthesized outperforms traditional privacy compliance methods, while maintaining high data quality. Most data platforms redact PII, but Synthesized is different.  By design, the platform satisfies all legal and compliance constraints—ensuring you are not falling afoul of regulatory restrictions or risking damage to your brand reputation.

Data Clean Rooms

Sharing data with third-parties creates data leakage and governance risks. Synthesized Data Clean Rooms empower secure data sharing and collaboration across internal groups, remote teams and partners to increase productivity. Data Clean Rooms are pristine isolated environments ready for use within minutes without the risk of security breaches and without any delays. 

Intelligent Data Scenarios

Generate multiple privacy preserving and diverse data scenarios to evaluate the performance of a system in a broad range of applications. Create an unlimited number of high-quality data points that do not have the typical problems of original data (missing values, outliers, biases) and don’t contain sensitive information—allowing easy sharing and utilization of sensitive data.

Collaboration

Data Clean Rooms

Sharing data with third-parties creates data leakage and governance risks. Synthesized Data Clean Rooms empower secure data sharing and collaboration across internal groups, remote teams and partners to increase productivity. Data Clean Rooms are pristine isolated environments ready for use within minutes without the risk. Risk-free of any security breaches and without any delays.

Pipeline Integration

Now you can integrate all platform features into your data pipelines. The platform allows you to use platform features in an automated way.

Breadth of Data Sources

The platform supports all popular data-sources, including both relational data sources (Postgres, MySQL, Oracle, DB2, SAP-Hana, etc) and non-relational (MongoDB, HDFS, S3, etc). No more building integration tools for each datasource.

Query Builder

Instead of writing complex SQL queries to extract the dataset, you can use Synthesized to explore a database or build a dataset with our drag-and-drop Query Builder. No SQL knowledge is needed to interact with massive datasets or to automate the entire connection with an arbitrary number of databases.

Intelligent Project Management

Many teams store their datasets in CSV files or different data-sources and have to tailor permissions for each data consumer on a case by case basis. Synthesized organizes all data projects in one place, regardless of the source and use case, improving productivity and efficiency. User permissions, data sharing, and audits can be easily managed within the platform.

Reporting

The Synthesized platform provides you with an easy to explore visual dashboard.

Key features

Synthesized solves the problem of data sharing

Instead of sharing original data, we enable businesses and other data owners to work with compliant synthetic datasets mimicking the structure of original data without disclosing any information about individual data points.

Try it now

Turbocharging data science and machine learning processes across teams

Automatic value creation & insight extraction

Data preparation

Data enhancement

Data consolidation

Ensuring compliant collaboration internally and with 3rd parties

Comprehensive data synthesis functionality

Shareable data templates

Data clean rooms in-platform

Role-based access control

Realise your data’s untapped potential
with Synthesized.

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What our customers say

David Aston
CEO NextWave, Europe

"Synthesized enables our clients with a new and secure way of using data when innovating. The platform creates safe, Data Privacy Regulation proof, synthetic datasets that mirror production, providing CTO, CIO’s and CDO’s with a solution to fast-track development in a secure and compliant manner and to quickly seize the business opportunity new solutions and technology can offer clients."

European Bank
Chief Data Officer

“Synthesized product was the only product in the market which successfully synthesized high-quality transactional data for us.”

British FS company
Chief Operating Officer

“We use the synthetic data produced by Synthesized for robust testing of our internal systems”

Insurance company
Head of Innovation

“The Synthesized data process automation platform was able to generate over 1,000,000 high-quality customer profiles in the UK for sharing with a third party to improve our claim prediction performance.”