Productivity, explainability
and auditability go
hand in hand .

Dotscience allows data science teams to adopt proven Github like collaboration workflows boosting their productivity. Collaborate with your team from a single point of truth and instantly compare the work of multiple team members.

Track key model
performance metrics.

Dotscience tracks key model performance metrics that provide fast feedback on efforts to improve the accuracy of the work across your team. Statistics are plotted to enable trends to be spotted and acted upon immediately.

Sign up now see how dotscience tracks your works.

Automatically track
relationships between elements.

Dotscience automatically tracks the relationship between each element in your analysis pipeline, capturing the connection between every input and output of each step. Every run is snapshotted to provide an immutable record of each version of all the elements that were used.

As a result, it’s possible to reproduce any moment in time during a data scientist’s exploratory work, and show exactly how they achieved their results.

Sign up now to see how provenance tracking works.

Collaboration and auditability for
data driven organizations.

Open
infrastucture.

Work wherever you want to work.

If you’ve got a compute environment that works for you, simply point dotscience at your hardware. We’ll track your models where they run, whether its a local machine, a VM, an ML rig or your cluster.

or

Infrastucture without the devops overhead.

If you want to use the latest top-spec compute resources, dotscience can provision and manage them for you. We’ll swap out the compute underlying your Jupyter or command-line environment with a cloud instance or cluster of your choice, so you can keep on working in the way that suits you.

… and any other framework or cloud.

Collaborate

Share Models.

Push and pull lightweight snapshots of code and data with a git-like version control system. Unlike git, Dotscience works on data at scale and is designed for data science.

Stand on the shoulders of giants.

Users can collaborate on projects in Dotscience. View details of your collaborators’ runs & access their outputs. No-one needs to reproduce work or waste money recomputing.

Manage teams.

The Dotscience leaderboard shows runs of the same model submitted by multiple users, so you can see your team’s progress and identify promising model versions.

Ask about our enterprise pilot.

Start tracking your data science for auditability.

Find out more