Graph Neural Networks (GNNs) are revolutionizing how banks fight financial crime.Traditional anti-money laundering (AML) systems are falling short in detecting complex money laundering operations.GNNs analyze entire transaction networks, detect suspicious clusters and hidden links between accounts.GNNs reduce false positives, adapt to evolving criminal tactics, and enable faster detection of illicit activities.