Constellab

Life sciences research platforms are rarely open source, and Constellab is. Constellab is a data and AI platform for research teams that gives them secure access to their data, tools to process it, and shared workspaces for working together on projects.

It comes with ready-to-use analysis tools that you can customize, so a new project does not begin from a blank page.

Because the code is open, you can see how an analysis is run, which matters when results need to be checked or reproduced.

The company also promotes low-carbon analytics through green-computing technology, an unusual angle for a data analysis tool.

The catch is that setup and management may call for technical skill, and some open-source components depend on community support.

Pricing is handled by contacting the vendor.