| When someone leaves | Their analysis is a time capsule that stays. It keeps working for years on different machines. |
| When a reviewer asks for data | The dataset is already on DANDI Archives or OpenNeuro. The reviewer can run the authors’ analysis and see what it produces. |
| When a grant cycle starts | FAIR data and a reproducible analysis, side by side. |
| When a collaborator joins | They can recreate a visualization within minutes. |
| When a paper is submitted | The interactive analysis is accessible to readers. |