Synthetic Data Generator
Generate realistic test data in seconds with AI
Creates statistically accurate test data that mirrors the real world. Generate synthetic data for testing, development, and training that matches the patterns that matter to you.
Try for FreeYour AI-Powered Synthetic Data Generator
Sourcetable's AI Synthetic Data Generator analyzes your requirements and automatically creates realistic test data.
Generate realistic data instantly
Sourcetable's AI creates synthetic data from plain English descriptions. Tell Sourcetable what to generate and it makes realistic datasets fast.
Perfect for any data scenario
Whether you need sales forecasts, user behavior data, or financial models, our AI generates contextually appropriate synthetic data that matches real-world patterns and relationships.
Scale your test data effortlessly
Generate unlimited amounts of realistic test data for creating models from the ground up. Scale up or down instantly to meet your testing and development needs.
Create production-quality synthetic data with the power of AI
Customizable Data Rules
Fine-tune your synthetic data generation with intuitive controls and natural language. Adjust data distributions, set constraints, and define relationships between variables to ensure your synthetic data meets your exact specifications.
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One-Click Data Generation
Generate synthetic datasets with a single click. Give Sourcetable some example data or a description, and let our AI create realistic, statistically accurate synthetic data that matches your requirements perfectly.
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Intelligent Pattern Recognition
Our AI engine automatically infers from your requests how to create complex relationships, distributions, and patterns. It generates synthetic data that preserves these properties.
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Get your spreadsheet work done faster with AI
Build financial models, analyze and summarize data, instantly generate charts and reports.
Why use Sourcetable's AI Synthetic Data Generator?
Accelerate development cycles
Stop waiting for real data or building mock datasets manually. Generate unlimited test data instantly to speed up development, testing, and validation processes.
Save time and resources
Stop manually creating test data or anonymizing production data. Our AI generates unlimited amounts of realistic test data in seconds.
Ensure testing accuracy
Test with confidence using synthetic data that perfectly mirrors the patterns and relationships that matter to you.
A familiar interface
Generate synthetic data directly in Sourcetable's spreadsheet interface. No need to learn new skills or tools.
Team Purple
Don't believe us? See what people say about Sourcetable
Chris Aubuchon
@ChrisAubuchon
Spreadsheets are still the best interface for so many real world projects, it's time for @SourcetableApp to give them a reboot
Micah Alpern
@malpern
Love seeing innovation in this space after so many decades with very little.
Frequently Asked Questions
What is synthetic data and why would I use it?
Synthetic data is artificial data that mimics real data patterns without containing actual sensitive information. It's useful for testing, development, training, demos, and sharing datasets without privacy concerns. Sourcetable's AI generates realistic data that matches your specifications.
What types of synthetic data can the AI generate?
Sourcetable's AI can generate customer data, sales transactions, employee records, product catalogs, financial data, user behavior logs, test datasets, and any custom data structure you describe. Specify data types, distributions, and relationships.
How realistic is the AI-generated synthetic data?
Sourcetable's AI generates statistically realistic data that mimics real-world distributions, correlations, and patterns. You can specify parameters like date ranges, value distributions, and relationships between fields to match your use case.
Can the AI generate data that matches my existing data structure?
Yes, upload a sample of your real data, and Sourcetable's AI will analyze its structure, patterns, and distributions to generate synthetic data that matches. The synthetic data will have similar statistical properties without copying actual records.
Is synthetic data safe to share publicly?
Yes, properly generated synthetic data contains no actual sensitive information and is safe to share for training, testing, or public demonstrations. However, ensure the synthetic data doesn't accidentally preserve patterns that could re-identify individuals.
How much synthetic data can the AI generate?
Sourcetable's AI can generate datasets from hundreds to millions of rows, depending on your needs. Specify how many records you need and Sourcetable's AI will generate the dataset efficiently.