Aug 29th 2018

The Growing Impact of Artificial Intelligence on Financial Institutions

by Daniel Wagner and Keith Furst

Daniel Wagner is CEO of Country Risk Solutions. Keith Furst is Managing Director of Data Derivatives. They are the co-authors of the forthcoming book “AI Supremacy”, which will be published in September.


The initial phase of the fintech revolution was the digitization of processes and procedures. The
next phase, which is already underway, is the cognification of that digital infrastructure.
Financial Institutions are positioned to experience an enormous amount of disruption as a result
of the corresponding rise of Artificial Intelligence. New risks will emerge that must be managed,
further dramatic change will occur in how FIs function, and additional consolidation will likely
occur in the industry. This will be prompted by the adoption of AI-driven technologies and the
desire to acquire more data. In the future, the acquisition and manipulation of data will transform
how FIs (and other organizations) determine their own value.

This may ultimately result in creation of a new accounting standard - the Enterprise Value of
Data – which could become an integral part of financial statements, capturing the value of the
largest and most ignored corporate asset: data. Meaningfully defining and incorporating EvD on
to balance sheets will help ensure that corporate accounting and risk management standards
incorporate an AI-driven future. It will also put firms that are not specifically data-oriented on an
operational equilibrium with those that are. However, those FIs that fail to embrace their own AI
future will become less relevant, competitive, and profitable in time.

As fintechs build digital platforms that can accumulate data in a way that is conducive to
implementing AI, traditional FIs are busy trying to keep their aging technology systems from
crashing. Hard as it may be to believe, some FIs are continuing to use 1980s-era computer
technology and are finding it difficult and costly to transition to the 21 st century. Those FIs
should, at a minimum, build more data lakes (large repositories that can hold structured and
unstructured data) as an interim measure, but soon enough, they will have fallen so far behind
the leaders in the FI industry that there will be no hope that they will ever catch up. That is
probably already the case.

While massive amounts of data are one key prerequisite for FIs to become viable contenders in
the race of AI supremacy, the data must be in a location where it can be processed according to
the rules of Big Data. FIs may therefore need to rely on external sources to harness the power
of Big Data through parallel computing. Some FIs may opt to implement advanced software
within their own data centers and manage the parallel computing process themselves. Others
may choose to leverage cloud providers to scale up their computing capacity, which raises
questions such as, what data can be sent outside of the organization and what data cannot, and
must the data first be anonymized? FIs will be grappling with such questions for many years to
come.

The increasing digitization of banks is a double-edged sword, however, which needs to be
handled with care. On one hand, FIs must digitize all of their operations as a matter of survival
in the new age of the digital economy because consumers demand it. Yet, when an FI digitizes
its end-to-end operations it opens itself up to an even greater extent to new and fast-moving
fraud and other forms of risk. Examples of instances when FI digitization has led to fraud or
systemic failure abound. Among the better known are the trillion-dollar 2010 flash crash caused
by a London-based trader who was spoofing, and the largest ever intra-day trading crash in the
US in 2018, resulting in a 1,600-point drop in a matter of seconds, and believed to have been
caused by programmed trading. This is why AI should be embedded in customer-facing
applications, but also in the back-end, to protect against fraudulent activity and possible
cyberattacks.

FIs can achieve AI supremacy in the financial markets by deploying algorithms that process
alternative data and use the latest machine learning methodologies to outperform their
competitors. FIs should strive for AI transformation for all of their business operations. Some
aspects of the AI revolution in financial services will be focused on reducing costs and
assessing credit default risk more accurately. Compliance functions within FIs can benefit from
AI by providing more efficient ways to comply with the expanding complexity of the regulatory
landscape.

The financial markets are already extraordinarily complex, with hidden feedback loops that are
impossible to sufficiently model. When AI - a complex learning agent - disrupts an already
complicated system, it will impact the overall ecosystem in ways we cannot even begin to
fathom. There will likely be a wave of fortunes made in the financial markets driven by AI. The
quantitative fund industry is only beginning to heat up, and AI traded securities will be the hot
new product on Wall Street and beyond.

One thing is certain - regulators must maintain a watchful eye on the impact of AI on the
financial markets, which will diminish the importance of evaluating the fundamental financial
performance of companies and gradually increase market volatility. Extreme volatility will,
however, accrue quietly in the background, waiting patiently to trigger the next financial crisis.
The role AI may or may not play - whether it will either diminish the impact of that crisis or make
it worse than it might otherwise have been - will remain unknown.

 

*Daniel Wagner is CEO of Country Risk Solutions. Keith Furst is Managing Director of Data
Derivatives. They are the co-authors of the forthcoming book “AI Supremacy”, which will be
published in September.

This article first appeared in The Asian Banker.

 


This article is brought to you by the author who owns the copyright to the text.

Should you want to support the author’s creative work you can use the PayPal “Donate” button below.

Your donation is a transaction between you and the author. The proceeds go directly to the author’s PayPal account in full less PayPal’s commission.

Facts & Arts neither receives information about you, nor of your donation, nor does Facts & Arts receive a commission.

Facts & Arts does not pay the author, nor takes paid by the author, for the posting of the author's material on Facts & Arts. Facts & Arts finances its operations by selling advertising space.

 

 

Browse articles by author

More Current Affairs

Jan 16th 2019
Consumer studies academics have been picking up on changing habits for a number of years. This includes an increased ambivalence towards consumption itself: people are buying less often and less overall. This is particularly true in the clothing industry, where research shows that millenials are especially unforthcoming – even after you factor in the shift to online retail. A lack of bricks and mortar did not, for instance, prevent online fashion retailer Asos from shocking the City with a profit warning shortly before Christmas. The American car industry is another harbinger of generational change: sales are stalling because younger people seem less interested in ownership. The average age of a new car buyer in the US was 50 in 2015. Or to give one more example, witness Apple’s recent trading problems. People are not only opting for cheaper smartphones, but they are keeping them for longer. If the world’s first company to pass the trillion dollar value mark is showing signs of struggling, we ought to take note.
Jan 15th 2019
[Eurozone] trades mainly within itself, re-invests its own savings, and doesn’t rely on large transfers into or out of other regions. So if another financial or commercial shock sends the rest of the world running backwards, the unloved single currency area may defy gravity as stubbornly as it resists reform.
Jan 11th 2019
Nine years ago, Britain generated nearly 75% of its electricity using natural gas and coal. In 2018, this dropped to under 45% – a remarkable transition away from fossil fuels in under a decade.:
Jan 10th 2019
What would have to happen for this to be a tranquil year economically, financially, and politically? Answer: a short list of threats to stability would have to be averted.
Jan 9th 2019
In the past, the US, despite all its own flaws and criminal conflicts, still stood as a force for good. An ideal of American openness and democracy was still worthy of admiration. At the same time, again as in the case of Western Europe, dependence on US military protection has had a less positive affect. It made Japan into a kind of vassal state; whatever the Americans wanted, Japan ends up having to do. This can have an infantilizing effect on politics. In the age of Trump, America is no longer so dependable. This might at least help to concentrate Japanese minds on how to get on in the world without the Americans. But the US has also ceased to be a model of freedom and openness. On the contrary, it has become an example of narrow nationalism, xenophobia, and isolationism. Japanese nationalists need no encouragement to follow this model. If they do so, Trump certainly will not stand in their way. They will echo the worst aspects of contemporary America – and throw away the best of what the US once had to offer.
Jan 8th 2019
Swedish academic Hans Rosling has identified a worrying trend: not only do many people across advanced economies have no idea that the world is becoming a much better place, but they actually even think the opposite. This is no wonder, when the news focuses on reporting catastrophes, terrorist attacks, wars and famines. Who wants to hear about the fact that every day some 200,000 people around the world are lifted above the US$2-a-day poverty line? Or that more than 300,000 people a day get access to electricity and clean water for the first time every day? These stories of people in low-income countries simply doesn’t make for exciting news coverage. But, as Rosling pointed out in his book Factfulness, it’s important to put all the bad news in perspective.
Jan 3rd 2019
If hardline Brexiteers aren’t willing to do what it takes to maintain a frictionless border with the EU in Ireland, they need to acknowledge the likely consequences. Northern Ireland will then want to choose, in a referendum, whether to remain in the UK or to unify with the Republic of Ireland, an EU member.........Such a step would be allowed under the 1998 Good Friday Agreement, which ended the civil war and included a promise from the UK, Ireland, and the EU to keep regulations aligned across Ireland. Indeed, that deal leaves open the possibility of a reunified Ireland, if majorities in both Northern Ireland and the Republic of Ireland decide, by referendum, that that is what they want. In 2016, Northern Ireland voted by a clear margin of 56%-44% to remain in the EU. Though the minority Conservative government is being propped up by the ten MPs representing Northern Ireland’s pro-Brexit Democratic Unionist Party, an even larger majority of Northern Irish voters would probably choose the EU today..........Last June, when asked about business leaders’ fears over Brexit, Johnson infamously declared, “Fuck business.” If he were honest, he would apply the same crude dismissiveness to Northern Ireland and Scotland. At least then it would be clear where the Brexiteers actually stand.
Jan 3rd 2019

Many years ago, I came across an pre-Islamic Arabic poem describing a camel running across the desert. Suddenly, the camel freezes in mid-stride.

Dec 28th 2018
Extract: "..........the eruption of the Yellow Vest protests [in France] was less about the fuel tax than what its introduction represented: the government’s indifference to the plight of the middle class outside France’s largest urban centers. With job and income polarization having increased across all developed economies in recent decades, the unrest in France should serve as a wake-up call to others............To be sure, France, like a number of other European countries, has its share of impediments to growth and employment, such as those rooted in the structure and regulation of labor markets. But any effort to address these issues must be coupled with measures that mitigate and eventually reverse the job and income polarization that has been fueling popular discontent and political instability."
Dec 27th 2018
A fog of political uncertainty hangs over Britain after Christmas. Only four things seem clear. First, the Conservative Party will have growing difficulty accommodating its fanatical English nationalist wing. Second, to save the UK from disaster, Parliament will have to get a grip on the process. Third, life outside the EU will, in any case, leave Britain poorer and less influential in the world. And, lastly, whatever the outcome, Brexit will be a divisive issue for years to come. The Brexiteers lied. The costs of leaving the EU were always destined to outweigh the benefits. Alas, the responsible, imaginative, and inclusive political leadership needed to minimize the damage is nowhere in sight.
Dec 19th 2018
Over the centuries, Jews have been blamed for all sorts of ills in Christian and Muslim societies, from the Great Plague of the fourteenth century to the financial crashes of modern times. In 1903, The Protocols of the Elders of Zion, produced by Imperial Russia’s secret police, “exposed” a diabolical Jewish plot to achieve world domination by promoting liberalism – and became a pretext for anti-Semitism in Europe. These narratives endure to this day, only now they are being projected onto a single Jew: George Soros............A disciple of the philosopher Karl Popper, Soros has promoted open societies as the ultimate guarantee of freedom from tyranny and religious or ideological indoctrination.....
Dec 17th 2018
Theresa May has survived a vote of no confidence in her leadership but to quote the prime minister: “Nothing has changed.” The Conservative Party remains just as divided as it was before. While divisions over Europe have been very prominent recently, they have been a thorn in the side of the party leadership for many years now. That said, looking at the situation today it’s hard to imagine how these rival ideologies have managed to coexist within the same party for so long.
Dec 11th 2018
WASHINGTON, DC – Though he rarely admits even the slightest discontent with the job he schemed for in unprecedented ways and somewhat accidentally fell into (thanks to the vagaries of the Electoral College), Donald Trump’s presidency hasn’t been what Americans would call a bowl of cherries. Yet no other week of his presidency so far has been filled with such problems and so many dark omens for him.
Dec 10th 2018
This Human Rights Day (December 10) marks the 70th anniversary of the United Nations General Assembly’s adoption of the Universal Declaration of Human Rights. Sadly, events over the past few years show that the world is failing to uphold the commitments enshrined in that document, particularly when it comes to protecting children. For example, in separatist-controlled parts of Eastern Ukraine, where more than 200,000 children are receiving their education in militarized areas, bullets have struck kindergarten windows. In April, the Afghan air force, backed by US-led NATO coalition advisers, reportedly killed 36 students, teachers, and parents, and wounded 71 others, at a graduation ceremony. And in August, the Saudi-led coalition that has been waging war against Houthi rebels in Yemen dropped a bomb on a school bus, killing 40 boys between the ages of six and 11.
Dec 7th 2018
Figures like Boris Johnson, with his Churchillian pretensions, or Jacob Rees-Mogg, who resembles a minor character in a P.G. Wodehouse novel, are anachronisms. In earlier times, they might have run an empire. Now they are mere politicians in a middle-ranking state. Brexit for the likes of Johnson or Rees-Mogg is more like a deluded grab for power, undertaken in the name of the common people, supposedly in revolt against the elites of which these politicians are themselves conspicuous members. Their nostalgia for grander forms of rule has already done great damage to the country they claim to love. This is all the more reason, now that the potential catastrophe of Brexit is so plain to see, why those common people should have a second chance to vote for a way to avoid it.
Dec 4th 2018
The argument against a second referendum is that it would be deeply divisive, especially if it leads to a reversal of the first referendum. But this rather misses the point. The hardline Brexiteers will reject any compromise with the EU. As ideological purists, they will not be satisfied until the UK is fully out of the EU, even if it means jumping off a cliff. Happily, the British public is unlikely to accept that option. So, whatever happens, the Brexit debate will rumble on. In the meantime, we Britons should apologize to our friends around the world. Our national spectacle of self-harm must be growing tiresome.
Dec 1st 2018
.......since last summer, Putin’s approval ratings have again dropped precipitously, to 66% in October and November. Beyond “making Russia great again” on the international stage, Putin was supposed to improve Russians’ standard of living. Instead, after four years of falling real incomes, the government announced deeply unpopular pension reforms, which included an increase in the retirement age.
Nov 30th 2018
The Senate slapped the Trump administration around on Wednesday, voting 63-37 to bring to the floor a proposal to end US involvement in the Saudi-led war on Yemen. I should declare my own interest by saying that I was one of 50-some Middle East experts and policy-makers who signed a letter to the senators urging them to take this step........The vote was the most significant bipartisan measure to come out of the senate in ages, and fell just short of a veto-proof two-thirds majority.
Nov 23rd 2018
Vibrant capitalist economies have always depended on a carefully calibrated balance between government policy and private competition. Franklin Delano Roosevelt’s New Deal of the 1930s significantly extended the previously minimal role of the US federal government. But, rather than holding back growth and destroying private enterprise, it was followed by 30 years of spectacular capitalist development, spreading prosperity as never before and dramatically expanding the ranks of the American middle class. Ayn Rand’s free-market utopia, so beloved by climate-change deniers, is as detached from real-world complexities, and as likely to produce social and environmental disaster, as simplistic Marxist faith in the inevitable efficiency and incorruptibility of the state.
Nov 22nd 2018
Trump’s statement on his policy toward Saudi Arabia in the wake of the murder in Istanbul of dissident Washington Post journalist Jamal Khashoggi brought a profound shame on the United States that will, as FDR put it, live in infamy. Trump began by saying he was putting America first, but that was the last thing he was doing. He was putting his own personal predilections and policies, and perhaps profit, above the interests of the United States. Here are the ways he put America last: