Hardware
Laptops, phones & shared hardware
The physical devices your team works on set the boundaries of what data stays local, what travels with a person, and what is genuinely shared versus siloed by machine.
Hardware seems like a practical detail, but it matters for readiness because data lives on devices. A file on a laptop that was never synced to cloud storage exists only on that laptop. Work done on a phone that does not back up is at risk the moment the phone is lost. Shared devices in a physical workspace can mean files accumulate on a machine no one person owns, which creates a different kind of invisible storage.
For AI readiness, the key question is whether the data on each device can get somewhere a tool can reach it. A laptop whose contents sync automatically to cloud storage is already more open than one where the user manually decides what to upload. The friction of getting device-local data off the device and into a shared, accessible place is where a lot of context quietly disappears.
