Datonaut lets you describe or upload a dataset, and we’ll generate clean, realistic, synthetic data in seconds — with zero privacy risk.
Try Datonaut NowMost teams lose time, money, and momentum — not because they lack ideas, but because they lack usable data.
Real data is hard to access
Over 50% of organizations restrict internal access to production data due to compliance and privacy risk.
Most of your time isn’t spent building
Over 80% of a data project’s time is spent on cleaning and preparation. (Forrester, 2023)
Fake data often breaks your work
Manual mock data causes up to 60% failure rates in test dashboards and model validation pipelines. (Internal studies)
Missing data = delayed progress
1 in 3 product teams delay releases due to lack of usable test data. (IDC, 2023)
Datonaut creates synthetic, realistic datasets that mirror your structure and intent — without using real data.
Describe: Write what your dataset should look like using plain English.
Upload: Provide a sample CSV and scale it to thousands of synthetic rows.
Let AI Suggest: Select an industry and goal — we suggest a schema automatically.
No code required. No privacy concerns. Just results.
Datonaut adapts to your business — no coding needed. Choose a generation mode and simulate the data your team actually works with.
We’re built for professionals who can’t afford to waste time on bad data or manual processes. Here's why there's no better option:
Datonaut is used by professionals across roles and industries — here are just a few ways people apply it:
Create dashboards, test KPIs, and simulate reporting pipelines without risking real data.
Seed environments and test edge cases with clean, customizable mock data.
Mock APIs, test database schemas, and build apps that expect structured input from day one.
Provide students with rich, relevant datasets without privacy headaches.
Prototype MVPs and build investor demos that look real — without actual customers.
Simulate user journeys, sales flows, and market scenarios before launch.
Programmatically generate datasets, integrate with pipelines, or power external tools.
Revisit past generations and download files again — with structure and settings preserved.
Control formats, value logic, data types, ranges, and constraints to match your test cases.
Higher generation limits, audit trails, team collaboration, and priority support.
Have an idea or feature request? Let us know at customersupport@datonaut.com