Enzyme histochemistry is crucial because it helps in understanding the biochemical processes at the cellular level. It enables researchers and clinicians to detect enzyme deficiencies, overactivity, or localization anomalies, which can be indicative of various diseases, including metabolic disorders, cancer, and neurodegenerative conditions.