Statistician's Workbench — macOS Edition

The Statistician's Workbench — packaged for macOS. A complete, self-contained data analysis platform. One installer. Runs locally. Connects to PostgreSQL, MySQL, SQL Server, and MS Access.

⬇ Download Installer 📖 Full Documentation
🚧 Under Construction — This version is not yet released. The macOS Edition of the Statistician's Workbench is currently in development. Check back soon for the first public release.

What You Get

Workbench Mac is the macOS edition of the Statistician's Workbench — a complete data analysis platform that installs in minutes. Connect to your databases, import files, build analysis recipes with an AI assistant, and visualise results — all from a browser on your own machine. Your data never leaves your computer.

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macOS Native

Self-installer for macOS. No Docker, no command line, no Python setup. One download, one install, ready to go in minutes.

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Structured Recipe Builder

Build data preparation pipelines step by step — chain stages like filter, join, aggregate, pivot, and impute. Preview output at every stage.

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AI-Guided Recipes

An AI assistant guides you through building recipes — it sees your schema and data, suggests stages and configurations. Connect to cloud AI providers or run a local LLM for privacy.

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Multi-Database Support

Connect to PostgreSQL, MySQL, SQL Server, and MS Access. Browse schemas, preview tables, and run queries across all your databases.

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File Import

Import CSV, JSON, and Excel files with automatic type detection. Preview before import. Map columns, set types, load directly into the built-in database.

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Statistics & Charts

Descriptive statistics, correlation, t-tests, ANOVA, chi-square, linear regression. Bar charts, scatter plots, histograms — all generated from your analysis results.

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Multi-User Ready

Role-based access control with group administration. Share datasets and recipes with your team. Runs on your infrastructure — data stays under your control.

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Multilingual

Interface available in 20 languages. Switch at any time from the language selector.

What's included. The installer bundles the frontend, backend API server, and all database drivers. PostgreSQL is required and must be installed separately (download here) — the Workbench uses it for metadata, user accounts, recipes, and datasets.

Download

Workbench Mac — Self-Installer

macOS

⬇ Download Installer

Self-contained installer. Includes frontend, backend, and all database drivers. Licensed — a licence key is included at no cost.

System Requirements

ComponentRequirement
Operating SystemmacOS 12 (Monterey) or later
Memory4 GB RAM minimum, 8 GB recommended
Disk~2 GB for installation. Additional space for imported datasets.
BrowserAny modern browser — Chrome, Edge, Firefox, Safari
InternetRequired for AI features (LLM API calls) and optional online database connections — unless you run a local LLM like Ollama

Licensing

Workbench Mac is a licensed product — free to use in Demo mode. Demo mode is fully functional except for a persistent banner and no support for local AI servers (which are required to achieve data privacy).

For the open source community edition or the Business Edition with additional database connectivity, visit the main Workbench site.

Documentation

Complete documentation is available at workbench-docs.sentuny.com — installation guides, user manual, API reference, recipe tutorials, and database connection setup in 20 languages.