Non-toxic flame retardants operate through different mechanisms compared to traditional ones. They may work by promoting charring, diluting flammable gases, or forming a protective barrier on the material surface. For example, phosphorus-based compounds can form a protective char layer, while nitrogen-based compounds release inert gases that dilute oxygen around the flame.