Data Access and Data Insights
for Everyone

Leverage the power of GenAI to share and explore tabular data

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Powering the world’s best data teams

The MOSTLY AI Platform

MOSTLY AI enables true data democratization so that you can build a better - data driven - tomorrow.

Access

Ensure compliance and privacy. Share your most sensitive data assets by creating fully anonymous synthetic data with highly optimized GenAI models.

Insights

Enable everyone in your organization to explore your data using natural language. Extract insights and create analyses in a blink of an eye. No coding skills required.

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The Synthetic Data SDK ✨

Create synthetic data directly in your Python environment - no sign-up, no uploading of data anywhere needed!

pip install mostlyai
pip install mostlyai[local]
pip install mostlyai[local-gpu]

High Fidelity: powered by TabularARGN create synthetic data on par with state-of-the-art (SOTA) models

Privacy by Design: TabularARGN only considers privacy-preserving value ranges for sampling, and has built in privacy protection features. Plus can be trained via DP-SGD for obtaining differential privacy guarantees.

Compute Efficiency: With training speeds up to 100x faster, TabularARGN scales effectively, even for large and complex datasets

Sampling Flexibility: support for advanced sampling capabilities, including: Conditional generation, , Missing value imputation, Fairness adjustments, and Controlling sampling probabilities via temperature adjustments

Data Versatility: accommodates the heterogeneity of real-world tabular datasets, including: Multi-variate, mixed-type data (categorical, numerical, date-time, geo-spatial); Multi-sequence datasets with varying sequence lengths and varying time intervals.

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Use Cases

Data sharing

AI/ML development

Self service analytics

Testing & QA

Data sharing

Data is a powerful tool. But only when it’s accessible. Data privacy regulations today make it more and more difficult for companies to work with and share data.

Use GenAI

to create fully anonymous

synthetic data that is “as good” as your
real data

Comply with privacy regulations

like GDPR, CCPA, etc.

Reduce time-to-data

for your internal

teams and external partners.

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AI/ML development

AI and Machine Learning models are hungry for data. Unfortunately, that data is often locked away, not fitting, or contains biases.

Unlock restricted data

by using fully

anonymous synthetic data

Improve ML model performance

creating the synthetic data you actually need

Correct for biases

in your data

Speed up your AI/ML development

initiatives and get to value faster

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Self service analytics

The answers to many of your questions are in your data. However, your data analytics and data science teams are overloaded with work. The average person in your organization is not data literate enough and can't benefit from your data.

Get insights

from your data by asking

questions via a simple to use natural language interface

Ensure privacy

of your customers by

utilizing fully anonymous synthetic data

Enable anyone in your organization

make informed and data-driven decisions

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Testing & QA

Software development relies on proper testing. Development and staging environments however often lack one important ingredient: representative test data.

Populate non-production environments

with privacy preserving synthetic data

Create mock data

and enrich existing

datasets to quickly create the data you need

Detect bugs

earlier and faster and

improve the quality of your software

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