What is a fixed-fee in billing?

Could you please elaborate on what a fixed-fee billing system entails? Is it a consistent charge regardless of the work involved, or does it vary in some way? How does it differ from other billing methods like hourly rates or contingency fees? Also, are there any specific industries or scenarios where fixed-fee billing is more commonly used, and what are the potential benefits and drawbacks of adopting such a system?