Metabolic fingerprinting is a high-throughput analytical technique used to classify biological samples based on their metabolite profiles, offering insights into the biochemical status of an organism. It is widely used in fields like disease diagnosis, drug development, and environmental monitoring to detect subtle metabolic changes and patterns.