According to ThreatMetrix, digital fraud has been costing insurance companies approximately $250 billion annually in recent years; data from ThreatMetrix also reports that fraudsters have compromised over five billion personal identities, 1 in 10 insurance accounts are fraudulent and 3% to 5% of all claims in the US are fraudulent which adds approximately $400 to the cost of a family's insurance per year; with these statistics, development in advanced fraud solutions is also becoming important for insurtech; machine learning and artificial intelligence (AI) are the main drivers behind many of the industry's fraud detection solutions and the AI capabilities are expected to gain even more traction as additional solutions evolve.  Source