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THE ROLE OF AI IN DRIVING SUCCESSFUL RETURNS FOR ASSET MANAGERS

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Francesca Campanelli, CCO, AxyonAI

 

Artificial intelligence is already a widely used technology in the financial services sector, but is it really being used to its full potential within asset management? The value of AI and machine learning to portfolio management and hedge funds is vast, and as 2021 continues to race ahead, the most successful asset management firms are harnessing AI in order to reassess their way of working and drive returns.

The COVID-19 pandemic hit hard, and almost every industry was forced to re-evaluate their processes. And as the global crisis shone a spotlight on current practices, the need for digital transformation and rapid innovation was suddenly very real and urgent.

In particular, the limitations of traditional investment strategies like quantitative models, where forecasting decisions are based around structured data, became apparent during this period of extreme volatility. The demand for investment strategies and risk management that use AI and machine learning, particularly deep learning, has therefore never been higher.

 

The successful asset manager in the ‘new normal’

During pandemic many investors lost confidence in those asset managers that struggled to keep up with volatile market conditions. Rebuilding that confidence is critical, and advanced AI systems, with their ability to identify data anomalies and trends that traditional quantitative models might not, is a valuable way of doing that.

Deep learning, with its ability to identify complex anomalies easily and rapidly, in a fast-moving market, will therefore be essential for asset management firms looking to thrive and grow as we settle more into the new normal. On top of helping to rebuild confidence lost in the wake of the pandemic, this type of advanced AI will keep firms resilient in the case of future global crises leading to market crashes.

Making the most of AI and machine learning will undoubtedly give asset managers a competitive advantage as they use the information that AI helps them extract to make faster, more accurate decisions. The insights gleaned will also be vital in helping them to put together actionable next steps and tactics for investment decisions, both now and in the future.

Moreover, strategies developed based on AI insights and tools are sharper and more successful at mitigating risk, giving an alternative method of generating alpha in the investment process, no matter how unstructured the data being used.

 

AI and its transformative role for asset management firms

Advanced AI technology is unrivalled when it comes to portfolio management and detecting anomalies in the market. A human element in managing portfolios and mitigating risks can be invaluable, but where it falls down is in being able to handle high volumes of dense, noisy data, and using patterns to successfully predict where markets are headed.

When markets are affected by an unpredictable event, such as the COVID-19 pandemic, AI technology gives asset managers a head start, meaning they’re more successful at reducing earlier market exposure.. And it’s more than just alerting firms to potential risks, advanced machine learning is able to qualify its predictions and how certain those predictions actually are. That extra layer allows asset managers to be even more secure in their portfolio management strategies.

For all these reasons, a recent Funds Europe survey showed just how much the asset management industry is looking to focus on technology and AI over the coming year. More than half of the asset managers surveyed (56%) say that tech and data infrastructure will be focus of investment over next 12 months, and 83% say they will extend strategic alliances with asset servicing tech partners. At the same time, 60% say it’s important to augment human expertise into AI models.

 

AI and good data management goes hand-in-hand

We know that good data management is important, and harnessing AI and machine learning to bolster investment strategies strengthens how asset management firms work with data – and also their requirement for data that’s high-quality and accurate.

AI models can show a lot about the market, and make detailed, accurate predictions that support asset managers as they drive successful returns, but the data being handled has to be as relevant and precise as possible. AI technology can help with this, in part by improving data management techniques to make sure the best and most profitable results are extracted from data sources.

While COVID-19 and its resulting impact on the global economy couldn’t have been predicted, advanced AI technology like deep learning can look out for anomalies that can give asset management firms the information they need to foresee extreme volatility – whether it comes from a future pandemic, or a scenario that we have yet to even imagine.

 

Business

Dissecting the expansion of online checkouts

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Daniel Kornitzer, Chief Business Development Officer

 

Card payments have long existed as the preferred payment method for online consumers. But in recent years we have begun to see a rise in the use of alternative payment methods. Although card payments continue to serve the majority, it is becoming increasingly clear that consumer preference is diverging rather than reaching a consensus. Across the globe local preferences have developed as eCommerce has grown, and across the global digital payments landscape card payments are being passed over for new ways to pay.

Alternative payment methods are on the rise as they address several of the hurdles which have prevented cards from achieving total rule over consumer preference for online payments. Here are four key reasons for this:

  1. Alternative methods offer a superior consumer experience, particularly when it comes to mCommerce. With the rise of new regulations such as Strong Customer Authentication and developments in Open Banking, alternative payment methods can be faster and easier to use for consumers.
  2. New payments methods such as crypto are growing in popularity thanks to a more attractive offering to consumers such as lower cross border payment fees.
  3. With the digitalisation of services forcing many customers to pay online for the first time and many experienced online shoppers looking for more secure ways to pay, the security of financial data is a major concern. Alternative payment methods can protect customer details by removing the need to share bank details at the checkout.
  4. Not all consumers have bank accounts or a debit card. By offering alternative payment methods businesses are enabling these customers to join the digital economy.

Daniel Kornitzer

Businesses have been watching these trends closely and are constantly looking to improve their checkout experience for consumers accordingly.

 

The impact of COVID-19 on online payments

The need for businesses to expand their online checkout to meet changing consumer expectations is not a new trend. However, it has certainly been accelerated by COVID-19. The majority of businesses agree the pandemic has shifted consumer payment preferences, with alternative payment methods gaining in popularity.

Research shows businesses have seen more alternative methods chosen at their online checkouts with a greater percentage of consumers choosing digital wallets (57%), mobile wallets (39%) and eCash (28%). This has caused businesses to reconsider the way they understand payments, looking beyond traditionally methods to newer consumer friendly alternatives. With this is mind, reports suggest more than 60% of businesses are now making improving their checkout a top priority to fulfil the new high standard of consumer expectations.

 

Businesses are actively expanding their online checkouts

If we compare data from 2020 to 2021 on the payment methods offered or planned to be offered by businesses in the next one to two years, the trend is clear.

The number of businesses not offering or not intending to offer alternative payment methods is falling, as more and more start to recognise the importance of offering choice at the checkout. In the last year alone the increase in the adoption of alternative payment methods has risen dramatically, particularly crypto and eCash. As businesses begin to understand the urgency of upgrading the checkout experience, it is clear that alternative payment methods will play a key role in making this a reality.

 

Establishing crypto as a key player

One of the most interesting areas of payments which businesses should be watching is crypto. Research shows businesses are already backing this trend with almost half considering adding crypto as an alternative payment method as an immediate priority, believing it will help them reach new markets, and more than 50% already have confidence in crypto as the future of payments.

 

Diversifying the checkout as a form of defence

As well as offering a better customer experience and reaching new markets, businesses are expanding their checkouts with alternative payment methods to combat other familiar problems.

Most businesses see their current levels of cart abandonment as an issue, with research showing almost half have experienced an increase in levels of abandonment at the checkout in 2021.  Businesses consider two of the most significant causes of this to be card declines and absence of the customers’ preferred payment method. Offering alternative payment methods is an effective way of tackling these problems at the checkout.

The rise of fraudulent transactions is also becoming a more pressing concern for businesses, with the number of fraudulent transactions increasing since the start of the pandemic. Diversifying the checkout with alternative payment methods can be used as a valuable strategy to lower fraudulent transactions.

 

Looking to the year ahead

2022 looks set to be another year where we will see businesses continue to adopt new payment methods at their online checkout in a bid to keep up with consumer expectations.

By working with a leading payments partner, businesses can benefit from access to a range of payment methods through a single API integration, allowing ambitious plans to become a reality in the year ahead.

All data from this article is taken from our recent research report Lost in Transaction: Finding competitive advantage at the checkout.

 

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How bug bounty programs can help financial institutions be more secure

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Rodolphe Harand, Managing Director at YesWeHack

 

Financial services have been one of the most heavily targeted industries by cybercriminals for several years. One alarming stat from the Boston Consulting Group found these firms to be 300x as likely as other companies to be targeted by cyberattacks.

Furthermore, the pandemic has led to a significant increase in the number of cyberattacks targeting financial institutions (FIs), with around 74% experiencing a spike in threats linked to COVID-19.

With FIs holding some of the largest collections of sensitive and private data, it’s clear they will remain an attractive target for malicious actors, especially as any data stolen can be used for fraudulent activities. This leads to the reputational damage of the financial entity that was compromised and has a knock-on effect in terms of monetary and reputational damage to affected customers.

For CISOs at FIs, the conundrum faced is how do you protect intellectual and customer data, and ensure accountability and transparency for clients and stakeholders, at a time when the pandemic has created budget constraints. Research from BAE Systems found that last year alone, IT security, cybercrime as well as fraud and risk departments had their budgets cut by a third.

Below we look at how bug bounty programs can help to address these pressing issues.

 

Protecting valuable data

Protecting customer and intellectual data has always been a top priority for FIs. However, as opportunistic cybercriminals have a lot to gain by stealing this valuable data, there is a constant evolution of threats, which means FIs must stay on their toes. By deploying a bug bounty program, FIs can work with ethical hackers that have a wealth of experience and unique skills when it comes to identifying security weaknesses within a FI’s defence, thus helping to implement effective security measures to help prevent data breaches.

Building trust among various stakeholders such as customers, suppliers and investors is critical for achieving business goals. By deploying a bug bounty program, FIs send out a message that they care about protecting the security of the data of those they work with – which in turn can have a cascading effect resulting in better business performance.

 

Improving accountability  

For FIs to win customers and keep them happy, amidst the growing threat of neo banks and customer-centric fintech organisations, speed of innovation is crucial. As such, many FIs have adopted an agile approach to build, test, and release software faster to bring online and mobile banking solutions to market quicker. However, this can create frictions between development and security teams. Security mandates are deemed to be unnecessarily intrusive and a cause of delayed application development and deployment.

Yet, with DevOps teams needing to build and deploy applications faster than ever before, an epidemic of insecure applications has emerged. According to Osterman Research, 81% of developers admit to knowingly releasing vulnerable applications, while research from WhiteSource found 73% of developers are forced to cut corners and sacrifice security over speed.

With developers often not having the time, tools, skills, or motivation to write impeccably secure code, there is an evident need to provide developers with more support when it comes to building applications securely Fortunately, bug bounty programs can provide a “fact-based” financial implication of inherent security flaws within the process. This makes it possible to hold development teams and service providers accountable for creating or delivering insecure products, thus addressing inherent security gaps within the business units and helping to drive continuous improvement.

Moreover, security awareness and education of developments teams can be improved significantly for those developers that are directly involved with the management of vulnerability reports for their bug bounty programs. This is because, the mere fact of exchanging information with ethical hackers, or assimilating the thinking of a potential hacker and having proof of concepts of vulnerability exploitation on their application components, naturally accelerates consideration of security early in the development stage and provides ongoing learning.

 

Get more return on your investment

According to Gartner, 30% of CISOs effectiveness will be directly measured on their ability to create value for the business. When security budgets are challenged, CISOs need to demonstrate business value through initiatives designed to enhance efficiency whilst stretching the dollar.

This is where bug bounties can help tremendously. Compared to conventional penetration testing, bug bounty offers a fast, complete, and measurable return on your security investment, with businesses only paying out for successful discovery of vulnerabilities. Equally, businesses get access to hundreds of ethical hackers that can test their programs, each with their own unique skillsets as opposed to only one skilled researcher testing the network. This results-driven model ensures you pay for the vulnerabilities that pose a threat to your organisation and not for the time or effort it took to find them.

Bug bounty programs also deliver rapid vulnerability discovery across multiple attack surfaces. With this approach, organisations receive prioritised vulnerabilities and real-time remediation advice throughout the process to accelerate the discovery of, and solution to vulnerabilities.

Another appeal of bug bounties is that due to the continuous nature of testing, more vulnerabilities are found over time as opposed to pen-testing. This is key to financial institutions that require agility to keep up with the continuous roll-out and updates of applications.

 

The cornerstone to a successful security programme

The risk posed to financial institutions by cyber threats will only continue, as evidenced by the number of data breaches seen in recent times. The COVID-19 pandemic has only exacerbated these risks, especially with almost all FIs having needed to shift to a remote working environment – which has only widened the attack landscape.

For FIs, a bug bounty program should be considered a fundamental cornerstone of any security strategy, with it being a modern-day cybersecurity solution that is well-equipped to tackle the immediate security challenges they face. In doing so, FIs will not only prove to customers and stakeholders their commitment to data protection and security but this will also be help them to avoid the monetary damages that could be imposed by regulators if a breach was to take place.

 

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