There are alternatives to azo dyes, including natural dyes and other synthetic dyes that do not produce toxic byproducts. However, these alternatives may vary in terms of cost, colorfastness, and availability. Ongoing research aims to develop safer dyes that offer the same advantages as azo dyes without the associated health risks.