AI-powered tools for statistical research β combining databases, artificial intelligence, and software development to help domain experts work smarter.
The Statisticians Workbench is a web application that helps researchers perform statistical analysis on their data. It brings together database management, AI assistance, and data visualization in one place β so you don't need to be a database expert, a statistician, or a software developer to get answers from your data. → See a demo version here.
The Workbench has four user roles, each with different capabilities. Click a role below to see what you can do.
Researchers and analysts who upload data, run AI-assisted analysis, create recipes, and build visualizations. The core audience of the Workbench.
View Guide βUsers who manage groups of researchers β they control access to shared datasets, recipes, and notebooks within their group.
View Guide βSystem administrators who manage users, AI providers, visualization types, global settings, and the overall Workbench installation.
View Guide βA demonstration account that lets prospective users explore all features in read-only mode β ideal for evaluation and training.
View Guide βConnect your own PostgreSQL or MySQL databases, or upload CSV/Excel files. The Workbench uses DuckDB (via Quack Proxy) for fast local analytics on uploaded data.
Four specialised AI agents help with general chat, database design, dataset cleaning, and analysis rules. Connect to Ollama locally or remote OpenAI-compatible providers.
Create interactive charts from your datasets using Plotly. Bar charts, scatter plots, line graphs, and more β all configurable through the UI or AI-generated suggestions.
Reusable, repeatable analysis workflows. A recipe bundles data preparation rules and analysis steps so you can re-run them on updated data and get consistent results. Recipes now run through the backend, producing statistics and Plotly visualisation output shown on the execution results page. A Kill button lets you cancel running executions.
The Workbench supports English, French, German, Spanish, Russian, Chinese, Thai, Japanese, and Dutch. Users select their preferred language in Profile settings.
Designed to run on your own hardware. Your data stays on your machine β no cloud services required. Ideal for healthcare, government, and commercial data with privacy requirements.
Chat with the AI to build datasets that span multiple database connections. The chatbot guides you through selecting sources, columns, and joins β then generates SQL and saves the result as a reusable dataset.
Share your datasets, recipes, and notebooks with your group using the isShared flag. Resources marked as shared become visible to all group members, enabling teamwork without duplicating data.