A blockchain analytics platform is software that ingests, clusters, and analyses on-chain transaction data to trace fund flows, attribute addresses to entities, and assess risk. Platforms such as Chainalysis and Elliptic apply heuristics, machine learning, and labelled datasets to support anti-money-laundering, sanctions screening, and investigations. They are central tooling for exchange compliance teams, regulators, and law-enforcement agencies.
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- These platforms combine address-clustering heuristics, entity labelling, and risk scoring over the full transaction graph. Exchanges and financial institutions use them to screen counterparties against sanctions lists and to file suspicious-activity reports, while investigators use them to follow illicit flows across chains.