How do you deal with uncertainty in office specially during a merger ? What role can the management play in maintaining smooth operations?

I suggest that PLANNING is the answer. Managers are accountable for planning their work. They are expected to plan thier department's operations  to satisfy their company's goals.

The planning process will either calrify uncertainties or treat them as possible risks and plan for their mitigation.