The Income Summary is a temporary account used during the closing process to aggregate all income and expense accounts before transferring the net income or loss to the Retained Earnings account. This process helps in resetting the balances of revenue and expense accounts to zero for the next accounting period, ensuring accurate financial reporting and analysis.