Insurance payers and providers are now caught in a unique market and business dynamic. The goal of driving new revenue, avoiding internal waste & fraud while trying to maximize customer satisfaction. This set of unique challenges includes all areas of the business from sales, marketing, policy underwriting to the investigations of claims fraud and payments. As insurance companies find new revenue and optimize for better profits, Fraud & Loss contribute to higher premiums. All insurance lines of business : Healthcare, PNC, Auto, Life and others are utilizing the combination of Machine Learning, Graph & Visualization to drive more revenue, cut costs and for actionable real-time analytics, and ‘real time’ prevent and intervene strategis.