Convergence of Artificial Intelligence (AI) and the Finance Industry

Robo-trading, Robo-advisors, Consumer Smart Wallets, Insurance, and Fraud Analytics Set the Stage for Massive Disruption

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It is difficult to understand what is happening in the field of artificial intelligence (AI). New developments seem to happen weekly, and vendors use different words to describe their products. Within financial services, some companies use the term Big Data analytics while others use machine learning technologies or artificial intelligent agents. This makes it hard to separate AI from the broader FinTech trends that are using data to improve financial services. This research will explain exactly what the terms AI, machine learning, and deep learning mean. It will then explore the five most important use cases of AI in financial services: robo-trading, robo-advisors, consumer smart wallets, insurance, and fraud analytics.

Table of Contents

Convergence of Artificial Intelligence (AI) and the Finance IndustryFoundations—Artificial Intelligence, Machine Learning, and Deep LearningInvestment in Artificial Intelligence Start-upsInvestment in Artificial Intelligence Start-ups (continued)Machine Learning is Changing Everything3 Types of AIMachine Learning has 5 Main ApproachesConnectionist Approach is Most Dominant TodayDifferent Applications Require Different AlgorithmsExponential Growth of ComputingOpen Source RevolutionArtificial Intelligence Use Cases in Financial ServicesArtificial Intelligence Part FinTech DisruptionUse Case 1—Robo-tradingUse Case 2—Robo-advisorsUse Case 3—Consumer Smart WalletsUse Case 4—InsuranceUse Case 5—Fraud AnalyticsFuture of the Organisation—Artificial Intelligence and BlockchainFuture of the Organisation—Artificial Intelligence and Blockchain (continued)Key Messages for Financial Service ProvidersLegal DisclaimerThe Frost & Sullivan StoryThe Frost & Sullivan StoryValue Proposition: Future of Your Company & CareerGlobal PerspectiveIndustry Convergence360º Research PerspectiveImplementation ExcellenceOur Blue Ocean Strategy




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