If the user you're sharing with has view-only access and you want to give them edit access, their user permissions need to be edited under Manage > Roles.
The user needs the following permissions:
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- Assign Desk permission for the building/floor
- Desk Delegation permission
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All users collaborating on the same draft will see the same queue and can work on it simultaneously.