Dataset Generator

AI-Powered Synthetic Data

Generate Production-Ready
Synthetic Datasets

Create realistic, coherent data for demos, testing, and training in minutes.
No PII. No compliance headaches. Just data that tells your story.

View Pricing See Sample Data
50K+ Datasets Generated
99.2% QA Pass Rate
<2min Avg. Delivery

Built for the DataDNA community

Trusted by Data Teams

See how organisations use AI-generated datasets

We needed realistic e-commerce data to train our recommendation engine. DataDNA generated 50,000 rows with coherent purchase patterns - saved us weeks of manual data creation.

Data Science Lead, UK EdTech Startup Machine Learning

Our sales demos used to show obviously fake data. Now we spin up production-ready datasets in minutes that actually look like real customer data. Prospects are impressed.

Solutions Architect, B2B SaaS Company Sales Demos

GDPR compliance meant we couldn't use production data for testing. DataDNA gives us statistically similar data without any PII concerns. Game changer for our QA process.

QA Manager, Financial Services QA & Testing

See What You Get

Real examples of AI-generated synthetic data with built-in narratives

E-commerce Sales Dataset

Quarterly growth pattern with seasonal trends

1,000 rows 8 columns Quarterly Growth
order_id date customer_id product quantity unit_price total region
ORD-100012024-01-03C-4821Wireless Mouse Pro2£34.99£69.98London
ORD-100022024-01-03C-2847USB-C Hub 7-Port1£49.99£49.99Manchester
ORD-100032024-01-04C-9183Mechanical Keyboard1£89.99£89.99Birmingham
ORD-100042024-01-04C-37264K Monitor Stand3£24.99£74.97Leeds
ORD-100052024-01-05C-8492Wireless Mouse Pro1£34.99£34.99Glasgow
ORD-100062024-01-05C-1573Laptop Sleeve 15"2£19.99£39.98Bristol
ORD-100072024-01-06C-6294USB-C Hub 7-Port1£49.99£49.99Edinburgh

+ 993 more rows with coherent patterns...

B2B Customer Dataset

Diverse company profiles with realistic attributes

500 rows 10 columns Enterprise Mix
company_id company_name industry employees revenue country founded status
CMP-001Vertex Analytics LtdTechnology450£12.4MUK2015Active
CMP-002Meridian ConsultingProfessional Services120£8.2MUK2008Active
CMP-003NorthStar ManufacturingManufacturing890£45.7MUK1998Active
CMP-004CloudBridge SolutionsTechnology85£4.1MUK2019Active
CMP-005Harrington & AssociatesLegal45£6.8MUK2003Active
CMP-006DataFlow SystemsTechnology210£15.3MUK2012Active
CMP-007Sterling LogisticsTransportation1200£78.5MUK1985Active

+ 493 more rows with realistic company data...

Product Catalog Dataset

Complete product inventory with pricing tiers

250 rows 9 columns Retail Catalog
sku name category price cost stock supplier rating
SKU-7829Premium Bluetooth SpeakerElectronics£79.99£32.00145TechVenture Ltd4.7
SKU-3847Ergonomic Office ChairFurniture£299.00£142.5028ComfortPlus Co4.5
SKU-9214Smart Water BottleLifestyle£34.99£12.80312HealthTech Inc4.2
SKU-5563Noise-Cancelling EarbudsElectronics£149.99£58.0067AudioMax4.8
SKU-2198Portable Power StationElectronics£189.00£89.5041PowerCore Ltd4.6
SKU-8847Standing Desk ConverterFurniture£179.00£78.0053FlexWork Inc4.4
SKU-4421Wireless Charging PadElectronics£29.99£9.50428TechVenture Ltd4.3

+ 243 more rows with full product details...

How It Works

From schema to dataset in three simple steps

1

Define Your Schema

Use our visual builder or choose from templates. Define columns, types, and relationships.

columns:
  - name: order_id
    type: uuid
  - name: amount
    type: decimal
2

Choose a Narrative

Select the story your data tells: growth trends, seasonality, or custom scenarios.

Quarterly Growth
Seasonal Trends
Steady State
3

Download Your Data

AI generates, validates, and delivers your dataset via email within minutes.

dataset_2024-03-14.csv QA Passed

Simple, Transparent Pricing

From individual analysts to enterprise teams - find your perfect fit

Individual

Analysts, consultants, and developers building demos or testing

Starting from £ 29 one-time
Basic £29 1K rows, 10 columns
Pro £49 10K rows, 25 columns
  • AI quality validation
  • 7-day download link
  • Instant delivery
Get Started
Pre-paid Credits

Team

Small teams needing regular dataset generation for projects

£ 237 3 generations
£79 per generation Save 21%
  • Up to 100K rows, 50 columns
  • Use anytime within 12 months
  • Priority processing
  • EDA reports included

Minimum 3 credits per purchase

Buy Credits
Most Popular

Department

Data teams with ongoing synthetic data needs

£ 599 per month
20 generations included Credits refresh monthly
  • Up to 100K rows, 50 columns
  • EDA reports included
  • Priority processing
  • Dedicated support
Subscribe

Enterprise

Organizations requiring custom integration, volume pricing, or compliance

Custom Pricing
  • Unlimited volume
  • API access
  • SSO integration
  • Dedicated account manager
  • Custom SLA

Get in Touch

Compare Features

Choose the tier that fits your needs

Feature Individual Team Department Enterprise
Maximum Rows 1K - 10K 100,000 100,000 Unlimited
Maximum Columns 10 - 25 50 50 Unlimited
AI Quality Validation
Priority Processing Pro only
EDA Reports
Dedicated Support
API Access
SSO / Custom SLA
Price £29-49
one-time		 £237
3 credits		 £599
per month		 Custom
contact us

Start with a Template

Pre-built schemas for common use cases

Loading templates...

Frequently Asked Questions

How long does generation take?

Most datasets are generated and delivered within 2-5 minutes. Larger datasets (Team tier) may take up to 10 minutes.

What formats are supported?

All datasets are delivered as CSV files. Team tier also includes Parquet format and an interactive EDA report.

Is the data realistic?

Yes. Our AI generates coherent, contextually appropriate data based on your schema and narrative. All data passes quality validation.

Can I get a refund?

If your dataset doesn't pass our quality checks, you'll receive a full refund automatically. We stand behind our data quality.

What if the data doesn't match my requirements?

You define the exact schema - column names, data types, and relationships. Preview your first 10 rows before purchasing. If the generated data doesn't meet our quality standards, you receive an automatic refund.

Is this data suitable for production use?

Yes. Our datasets are designed for demos, testing, training ML models, and development environments. They contain realistic patterns without any PII or compliance concerns. Not recommended as a substitute for real business data in analytics.

How do narratives work?

Narratives add coherent patterns to your data. 'Quarterly Growth' creates increasing trends, 'Seasonal' adds cyclical patterns, 'Churn Scenario' includes customer dropoff. These make your data tell a story instead of being random noise.

Can I use this for client deliverables?

Absolutely. Many consultants and agencies use DataDNA to create realistic sample dashboards and proof-of-concepts. The data is fully licensed for commercial use once purchased.

Ready to generate your dataset?

Join thousands of data professionals using AI-powered synthetic data.

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