To reduce taxes on retirement withdrawals, consider strategies like withdrawing from taxable accounts before tax-deferred ones and leveraging Roth IRAs, where qualified withdrawals are tax-free. Plan withdrawals to stay in a lower tax bracket and delay Social Security benefits to minimize taxable income. A retirement investment advisor can help create a tax-efficient withdrawal plan tailored to your financial situation.