AI Use Case
Identify and manage potentially fraudulent activity
Determine whether a transaction should be blocked because it involves some kind of fraud (e.g. credit card, identity, etc.). Detect suspicious customer activity comparing to their normal behaviours and also to behavioural norms in their customer segment.
Legal And Compliance
Cost - Fraud reduction
"SMFG~SMFG, the Japanese financial services company, uses deep neural network to analyse credit card transactions and predict fraud with an 80-90% accuracy ",Paypal~Paypal keeps fraud losses at about one-third of industry average using machine learning and deep neural networks to predict whether a transaction is fraudulent or normal,AstraZeneca~AstraZeneca plans to crack down on online sale of counterfeit drugs in China using machine learning and natural language processing
Structured / Semi-structured,Time series
Machine Learning (ML)