Description
The MOSTLY AI Data Intelligence Platform, powered by Syntho, provides comprehensive data access and insights for everyone. It enables organizations to securely access and work with production data, generate high-quality, privacy-safe synthetic data, and seamlessly analyze and share data across teams. At its core, the platform features agentic data science, allowing it to accelerate AI innovation, streamline workflows, and drive smarter decision-making at scale.
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Users can surface insights from live production data sourced directly from enterprise systems or platforms like Databricks, enabling analysis of patterns, performance monitoring, and trend tracking. For scenarios with limited production data access, MOSTLY AI offers mock data generation for safe experimentation, prototyping, and testing. The platform excels in creating high-fidelity, privacy-safe synthetic datasets that mimic real data without exposing sensitive information, facilitating secure collaboration, model training, and data sharing.
Furthermore, MOSTLY AI supports simulated data for modeling edge cases, future scenarios, and what-if conditions. These simulations, based on real or synthetic data, are ideal for stress testing strategies and validating assumptions. The platform is built for everyone, from individuals to enterprise organizations, offering secure connections to data within your environment and running on your compute. Its AI Assistant allows users to generate and run Python code and analyze data using simple natural language. Teamwork is simplified through organized management and collaboration on shared assets. The platform is enterprise-ready, scalable, and securely deployable on Kubernetes or OpenShift, enabling global data sharing.
For developers, the Synthetic Data SDK, powered by the TabularARGN model architecture, offers high-fidelity synthetic data generation with built-in differential privacy, faster training, advanced sampling, and support for complex tabular and textual datasets. This open-source project, available under an Apache v2 license, allows users to create synthetic data locally within their Python environment, ensuring full data control. Generators can be exported and uploaded to the MOSTLY AI Data Intelligence Platform for exploration and sharing.
- CategoryAI Privacy Tools
- DeploymentKubernetes, OpenShift
- PlatformsWeb
MOSTLY AI's Core Features
Generate privacy-safe synthetic data
Analyze production data securely
AI Assistant for natural language data analysis
Mock data generation for testing and prototyping
Simulated data for scenario modeling
Synthetic Data SDK for local generation
Team collaboration and asset management
Enterprise-ready deployment on Kubernetes/OpenShift
Differential privacy in synthetic data generation
Support for complex tabular and textual datasets
Open-source SDK under Apache v2 license
Data sharing capabilities
Agentic data science at its core
How to use MOSTLY AI?
Connect to your data source
Generate synthetic data using the platform or SDK
Analyze data with the AI Assistant
Collaborate on data assets with your team
Share privacy-safe synthetic data globally
Deploy on your secure environment
MOSTLY AI's Use Cases
- Synthetic Data Generation
- Data Analysis
- AI/ML Development
- Testing and QA
- Data Sharing
- Scenario Modeling
- Broadening Data Access
