Planning means having the agent break a goal down into steps before acting, then revising this plan based on the results. It structures complex tasks and makes the behavior more readable, but the plan produced still needs to be checked.
Example
Goal: prepare a report. Plan: 1) collect the data, 2) analyze, 3) write.