Audit planning is a crucial phase in the audit process that involves developing a strategy to efficiently allocate resources and manage risks, ensuring the audit objectives are met. It sets the groundwork for the entire audit, impacting its effectiveness and efficiency by identifying key areas of focus and potential challenges.