Failure codes in IBM Maximo Asset Management provide a hierarchical structure to categorize the reasons assets fail and suggest potential solutions. Failure codes consist of a class, problem, cause, and remedy. They help speed up repair, improve reliability, and reduce maintenance costs by ensuring the right resources are assigned and historical data can be analyzed. Failure codes can be applied to locations, assets, and work orders in Maximo.