Data Analytics · Founded by Michael Platzer in 2017

MOSTLY AI

Generate high-fidelity, privacy-safe synthetic data for secure analysis and AI model training.

Cost

Free

Rating

★ People love it

Time to value

Quick Setup (< 1 hour)

You can use MOSTLY AI to create high-quality synthetic datasets that mirror your original data's structure and statistical properties, ensuring privacy compliance without compromising analytical value. This enables data scientists and machine learning engineers to train models on realistic data without exposing sensitive information. Compliance managers and risk analysts can facilitate data sharing across departments or with external partners while adhering to data protection regulations. Additionally, software engineers and IT security specialists can utilize synthetic data for testing and development purposes, ensuring robust and secure applications.

What MOSTLY AI does

Generate synthetic datasets that replicate original data's statistical propertiesValidate the quality and accuracy of synthetic data through detailed reportsImplement privacy safeguards to protect sensitive information in datasetsIntegrate synthetic data into machine learning pipelines for model trainingShare anonymized datasets with stakeholders while maintaining data utilitySimulate various scenarios using synthetic data for risk assessmentDevelop and test software applications using realistic mock dataEnsure data compliance and governance through controlled data synthesisHigh-fidelity synthetic data generation preserving original data's statistical propertiesBuilt-in privacy mechanisms ensuring compliance with data protection regulationsSupport for complex data types including time-series and multi-table relational databasesData rebalancing capabilities for enhanced model training and analysisIntuitive user interface accessible to both technical and non-technical usersDetailed data insights reports for quality assessment and validationScalable deployment options including SaaS, cloud marketplace, and custom on-premises solutionsOpen-source Synthetic Data SDK for flexible, environment-specific data generation