Private beta

Request access to the private beta

We are working with a small number of teams that need help turning published QSAR and molecular property prediction papers into usable code. If that matches your workflow, we would like to hear from you.

Strong qualification signals

—You are already working on QSAR or molecular property prediction.
—You have real papers or methods you want to evaluate now.
—Your team can give product feedback during the beta.
—Your group sits in biotech, pharma, CRO, or academic computational chemistry.

We are optimizing for scientific fidelity and useful feedback — not maximum signup volume.

Request form

Tell us about your team

We use these details to evaluate fit and urgency.

Full name

Work email

Company or lab

Role

Organization type

Team size

Primary use case

Paper domain

How soon do you want to evaluate it?

Working on QSAR or molecular property prediction today?

Can you share 1-2 target papers?

Comfortable giving product feedback during private beta?

Target papers or methods

Anything else we should know?

Approval is manual. The current beta is limited to teams with live QSAR or molecular property prediction workflows.

Process

How access works

Browse freely

The public site and paper previews are available to everyone.

Request access

Submit the form above with your team details and use case.

We review

We evaluate fit manually and respond within a few business days.

Get started

Approved teams receive instructions to create an account and start translating papers.