Benefits and Use Cases of Deep Learning in Insurance

Deep learning provides several benefits to the insurance industry by quickly assessing claims, verifying documents, enhancing customer experience and detecting fraud. From processing claims to enhancing customer experience, deep learning in insurance offers umpteen opportunities that can benefit the industry. Deep learning is a subset of machine learning, which is essentially a neural network with three or more layers. These neural networks attempt to simulate the behavior of the human brain--albeit far from matching its ability--allowing it to "learn" from large amounts of data. While a neural network with a single layer can still make approximate predictions, additional hidden layers can help to optimize and refine for accuracy.