Exempt function income refers to the income earned by a tax-exempt organization that is directly related to its tax-exempt purpose, and is therefore not subject to federal income tax. This type of income is crucial for maintaining the organization's tax-exempt status and ensuring that it can continue to operate in alignment with its mission without facing tax liabilities.