Enzyme inhibitors are molecules that bind to enzymes and decrease their activity, playing a crucial role in regulating metabolic pathways and serving as therapeutic agents in medicine. They can be classified into reversible and irreversible inhibitors, each affecting enzyme function through different mechanisms and binding interactions.