DemoDataWorks

Realistic industry data, ready to use — or generated your way.

Choose a complete, ready-made industry data and BI pack, or generate a fresh synthetic business environment tailored to your next project.

Browse Industry PacksGenerate Your Own
Executive Overview.pbix
Retail ERP Executive Overview Power BI dashboard
  • Synthetic data
  • 10 core business industries
  • CSV, SQLite, DuckDB, Parquet, SQL Server & PostgreSQL
  • Power BI dashboard included
  • Validation & documentation

Two ways to get data.

Every dataset starts from one of two paths.

Available Now

Ready-Made Industry Packs

Complete industry data and BI environments, ready to use immediately.

  • 10 industry-specific packs
  • Connected, realistic synthetic business data
  • CSV, SQLite, DuckDB & Parquet
  • SQL Server .bak + PostgreSQL scripts
  • Power BI dashboard + reusable template
  • SQL examples, documentation & validation
  • Instant download after purchase
Browse Industry Packs

Generate Your Own

Create a fresh dataset when you need a different company, more scale, or another scenario.

  • Choose your industry
  • Choose the dataset scale you need
  • Generate a fresh deterministic variation
  • Configure supported generation options
  • Database and SQL-ready outputs
  • Documentation and validation included
  • Reusable Power BI template support
Generate Your Own

Most free datasets fall apart the moment you try to build something real.

A single spreadsheet or one flat table can't support a real Power BI dashboard, a consultant demo, or a proper SQL practice environment. It's too small, too disconnected, and too unrealistic to hold up under real business questions.

Typical sample dataset

  • Isolated flat tables
  • Too little depth for real analysis
  • Weak or missing relationships
  • Unrealistic, random values
  • No operational lifecycle
  • Poor support for serious BI work

DemoDataWorks

  • Connected relational schemas
  • Realistic transaction lifecycles
  • Coherent, industry-specific business rules
  • Substantial data volume
  • Industry-specific operational structure
  • Validation and reconciliation included

10 industries, ready to explore.

Each pack is a complete, connected dataset built for its own industry.

Retail

Retail ERP

A connected retail ERP dataset for SQL, Power BI, and analytics work.

View Industry Pack

Manufacturing

Manufacturing ERP

A connected manufacturing ERP dataset covering procurement, production, and inventory.

View Industry Pack

Software / SaaS

B2B SaaS

A connected SaaS business dataset covering subscriptions, billing, and customer activity.

View Industry Pack

Logistics & Supply Chain

Logistics & 3PL

A connected logistics and third-party fulfillment dataset covering orders, shipments, and warehousing.

View Industry Pack

Healthcare

Healthcare Revenue Cycle

A connected healthcare provider dataset covering patient encounters, claims, and the revenue cycle.

View Industry Pack

Banking & Financial Services

Commercial & Retail Banking

A connected retail and commercial banking dataset covering accounts, transactions, and lending.

View Industry Pack

Also available: Hospitality & Hotels · Professional Services & Consulting · Construction & Project Operations · Property & Casualty Insurance

View all 10 industries
Try Free Samples

Everything you need, in every format you use.

One purchase, every format — no conversion required.

CSV, SQLite, DuckDB & Parquet

Every table available in four portable data formats.

SQL Server, ready to restore

Create/load scripts, SQL Server-compatible CSVs, a ready-to-restore .bak file, and a PowerShell loader.

PostgreSQL scripts

Create and load scripts for PostgreSQL.

Power BI dashboard

A populated .pbix report plus a reusable .pbit template.

SQL query packs

Executive, KPI, analysis, and validation queries.

Full documentation

Data dictionary, table relationships, business process guide, KPI reference, database loading guide, Power BI guide, and exercises.

Validation & Quality Checks

Validation report, row counts, and packaged validation queries to help verify the dataset.

Standard Product License

One license covers the full package — see the license file included with your download.

See all supported output formats

A Power BI dashboard, ready to open.

See a finished dashboard built on one of our datasets — every pack includes a populated .pbix and a reusable .pbit template.

Executive Overview Power BI dashboard screenshot

Executive Overview

Revenue, margin, sales, inventory, receivables, and payables at a glance.

Sales & Inventory Performance Power BI dashboard screenshot

Sales & Inventory Performance

Product, purchasing, inventory movement, vendor, and delivery performance.

Financial Performance Power BI dashboard screenshot

Financial Performance

Revenue, COGS, receivables, payables, and general-ledger activity.

Built for how the data actually gets used.

Power BI portfolio projects

Build a dashboard on data with real depth instead of a toy dataset.

SQL practice

Write joins, aggregations, and window functions against real relationships.

Analytics training

Give students or trainees a shared dataset built for classroom use.

BI & software demos

Show a working demo backed by data that behaves like a real business.

Consulting & client prototypes

Prototype a client solution without exposing real business data.

KPI & model validation

Test that your KPI logic and models hold up against multi-table source data.

Data modeling & reporting practice

Build relationships, measures, reporting logic, and analytical models against connected business data.

Development & testing

Use a realistic dataset to build and test data pipelines and applications.

Data engineering practice

Build and test transformations, pipelines, joins, and data workflows against a realistic relational source.

Need more scale or a fresh variation?

Generate your own dataset with DemoDataWorks when you need a different company, larger data volume, or a fresh deterministic variation for another project.

Choose an industry, select the scale you need, configure supported options, and generate a complete synthetic business environment.

Generate Your Own

Frequently asked questions

Ready to get started?

Browse the ready-made industry packs, or generate your own.

Browse Industry PacksGenerate Your Own