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What is the value proposition of machine learning?

What is the value proposition of machine learning?

There seems to be a general consensus that will by no means make the work done by financial professionals redundant since results produced by models still require human interpretation, says the writer.

SwissCognitiveReactions:
Machine learning is transforming the way consumers interact with the financial services ecosystem. This paradigm shift is been driven by tougher competition and consumers’ preferences for digital solutions. From -driven chatbots to sophisticated wealth robo-advisers, applications have the potential to disrupt incumbents beyond recognition and level the playing field.

Artificial intelligence () is nothing new. It has been around since the 50s. It is only now that we possess the processing power to utilise it properly. It is already embedded in many people’s lives.

Facebook uses to predict your content preference and pushes that to the top of your feed.

By simple voice instruction, Siri helps iPhone users with basic tasks and research, while Netflix uses advanced predictive technology to suggest shows to users based on their selected viewing preferences or ratings.

Soon will drive our cars, stock our warehouses and take care of our loved ones. It holds much promise, and industry players say it is on the brink of explosion.

In 2018, $19.1-billion was spent on on a global scale, according to RMB’s Fintech in Motion Report that was released last week. Spend is forecast to grow to$52.2-billion by 2021.

In 2018, an increase of 54.2% was achieved year-on-year. RMB forecasts compound annual growth rate of 462% over the 2016-2021 period in activity around the world.

The trend is also picking up in pace in South Africa. According to the Maturity Report in South Africa, commissioned by Microsoft and conducted by Ernst & Young, local organisations invested around R23.5-billion in over the last decade. The findings were made public on 11 June, and indicate that pilots and experimentation are now prolific across South African companies, with businesses showing a willingness to embrace and experiment using new technology.

In fact, 46% of South African companies say they are already actively piloting within their organisations.

The study is based on surveys, interviews and case studies from 112 companies across the Middle East and Africa (MEA).

In SA, the study surveyed brands like MTN, Discovery, Standard Bank, De Beers, TymeBank, BCX, Hello Group, Nampak and Medscheme, among others.

Local asset managers and financial advisers are also realising its potential.

has the ability to significantly enhance products, simplify processes and reduce costs in financial services, says Ronald Richman, an actuary with a QED Actuarial Consultants, specialising in data science and analytics.

He describes as the process of teaching computers to complete tasks previously the exclusive domain of humans, by feeding them large volumes of data.

“This approach is commonly referred to as and the benefit is that computers can complete data-based tasks much faster and with potentially greater accuracy than humans,” he adds.[…]

(Image source: Adobe Stock)

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1 Comment

  1. 🇺🇸✝️ CleanVote Corp🗽✝️🇺🇸

    @SwissCognitive One can reach the conclusion by studying transactions: determine the causal factors… https://t.co/LnG5GRg672

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