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MOSTLY AI

Data intelligence platform for privacy-safe synthetic data

MOSTLY AI, powered by Syntho, is a data intelligence platform for analyzing production data and creating mock, synthetic, and simulated datasets. Its open-source Python SDK and platform help teams generate privacy-safe data, explore data with natural-language prompts, and share data assets.

MAMOSTLY AIProduct screenshot pending
Best for
Teams needing privacy-safe data for collaboration
Pricing signal
Free
Primary category
Data analytics
Last verified
Jul 31, 2026

The decision

Should MOSTLY AI make your shortlist?

Start with the job, the team, and the constraints. Product fit becomes much clearer when those three line up.

Strongest fit

Who it is built for

  • Teams needing privacy-safe data for collaboration
  • Data scientists building synthetic datasets
  • Analysts who want to explore data with Python and natural language
Practical use cases

Jobs it can take on

  • Generate synthetic tabular and text datasets
  • Analyze production data with AI-assisted Python sessions
  • Simulate edge cases and what-if scenarios
Before you choose

Know the tradeoffs

  • The open-source Synthetic Data SDK runs in a Python environment.
  • The enterprise platform is deployed on Kubernetes or OpenShift.

Inside the product

What you can actually do with it.

The core product capabilities, grouped around the work they enable.

Synthetic Data SDK

The Apache 2.0-licensed Python SDK trains generators, evaluates their quality, and produces privacy-safe synthetic samples locally.

AI Assistant

The platform uses natural-language prompts to create and run Python code for data analysis in persistent sessions.

Data Connectors

Documentation covers connectors for cloud storage, Databricks, data warehouses, and relational databases.

Typical workflow

Users connect or upload data, then use the platform or Python SDK to train a generator and evaluate its quality. They can generate and deliver privacy-safe synthetic data, analyze data in Python sessions, or share assets with their organization.

Plans and official links

Plans and accessFree.

See the entry price, free access options, company details, and direct vendor destinations in one place.

Choosing for a real workflow?

Make the tool work with the rest of your operation.

We map the workflow, connect existing systems, choose what to buy, and build what is missing.

Discuss your workflow
MOSTLY AI: pricing, features and fit · domore.ai