Blockchain forensics and have advanced crypto crime detection by trawling humongous databases in order to flag suspicious transactions. AI simplifies pattern recognition, and blockchain forensics leverages openness in trying to follow illegal transactions and construct lawful evidence. Despite these advancements, criminals continuously adapt, utilizing privacy coins and decentralized networks to evade detection. Challenges like cross-border