DemoDataWorks

Software / SaaS

B2B SaaS data for subscriptions, billing, and analytics.

A complete synthetic B2B SaaS business environment spanning the customer lifecycle from leads and subscriptions through billing, usage, and revenue recognition — delivered with multiple database formats, Power BI, SQL examples, validation, and documentation.

41 connected SaaS business tables

Included Power BI — Executive Overview
Executive Overview Power BI dashboard screenshot
  • Synthetic data
  • 10 core business industries
  • CSV, SQLite, DuckDB, Parquet, SQL Server & PostgreSQL
  • Power BI dashboard included
  • Validation & documentation

Coherent business flows, not disconnected rows.

Every table connects to the next, so you can trace a single transaction from end to end — and build dashboards that actually reconcile.

Lead to subscription

Lead
Opportunity
Quote
Subscription

Billing & collections

Invoice
Credit note
Payment
Refund

Revenue recognition

Revenue schedule
Recognition entry
General ledger

What the dataset covers

  • Accounts, contacts, and users
  • Products, features, and plans
  • Leads, opportunities, and quotes
  • Subscriptions and subscription lifecycle events
  • Invoices, payments, and credit notes
  • Usage and product adoption tracking
  • Customer health scores and support tickets
  • MRR waterfall (new, expansion, contraction, churn)
  • Revenue recognition and general ledger journals

A Power BI dashboard, ready to open.

Every pack includes a populated .pbix dashboard and a reusable .pbit template built directly on top of the dataset.

Executive Overview Power BI dashboard screenshot

Executive Overview

MRR, ARR, active subscriptions, retention, and open AR at a glance.

Growth, Retention & Usage Power BI dashboard screenshot

Growth, Retention & Usage

Customer health, renewals, product usage, and support ticket activity.

Financial Detail & Exceptions Power BI dashboard screenshot

Financial Detail & Exceptions

Billing, collections, invoice status, and credit note detail.

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.

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.

Get the B2B SaaS pack.

One license, everything included.

B2B SaaS Demo Database & BI Pack

$14.99USD

one-time purchase · tax included

DemoDataWorks Standard Product License

  • CSV, SQLite, DuckDB & Parquet
  • SQL Server, ready to restore
  • PostgreSQL scripts
  • Power BI dashboard
  • SQL query packs
  • KPI reference & business metrics
  • Full documentation
  • Validation & Quality Checks
  • Standard Product License
Purchase & Download

Frequently asked questions

Need more scale, or a fresh B2B SaaS 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

Related industries

Ready to get started?

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