From the first use case to a running system your team actually uses.
Running AI on your own hardware or private cloud means your data never leaves your control. Your team can use it on everything, not just the parts that are safe to send to an outside vendor.
You want AI running on your own systems, not a third-party API. You know the use case, or you're close. You need someone to handle everything between that idea and a working system.