No business unit is an island.
What you can do:
Build distinct, business unit plans; collaboratively.
Every business decision made has some level of affect on other business units. Why should your planning not work similarly?
Create fully integrated plans from strategic initiative setting by the executive committee, to sales plans, workforce plans, and all the impacts on the financial statements.