9h → 30mPer-desktop provisioning time
BatchProvisioning from a single CSV
The problem
Every new remote desktop was built by hand. Around nine hours of an engineer's time per user, repeated for every joiner, with the inconsistencies that always follow manual builds.
What we did
We built the Workspace bundles and a custom AMI, prioritised the rollout by department, and wrote an automation that provisions Workspaces in batches from a CSV imported through Active Directory. The build became a repeatable artifact rather than a task.