One important step to both reducing taxes and saving for retirement is to contribute to a tax-advantaged retirement plan. If your employer offers a 401(k) plan, contributing to that is likely your best first step.
It’s common for closely held businesses to transfer money into and out of the company, often in the form of a loan. However, the IRS looks closely at such transactions: Are they truly loans, or actually compensation, distributions or contributions to equity?