Open roadmap

What comes next

Direction, not a promise of delivery dates. Priorities change with validation findings and researcher feedback.

Now

Public documentation and localization

Method references, tutorials, trust pages, and EN/DE product shell.

Now

Optional encrypted sync

Account, client-side encryption, collaboration roles, and institutional workspace foundation.

Independent validation corpus

Public fixture datasets and cross-software numerical comparison reports.

Collaboration review

Comments, decisions, and approval states attached to notebook events and results.

Later

Institutional deployment

SSO, policy enforcement, managed retention, audit export, and regional hosting.