The platform is the home for your research projects, from managing files and access to executing analysis tasks and keeping a record of steps. D.LAB offers a complete workspacethat belongs to the lab, and does not stay isolated in individual workstations. It is one shared space for all lab data, scripts, and analyses; automatic environment versioning sopast work reruns in minutes without rebuilding; real-time collaboration tools — including alab activity overview, inline commenting on analysis tasks, and a shared analysis workspace— that keep the PI and the group in the loop as work happens; and a permanent scientificmemory — logbooks, run history, and versioned data.