BANKING RISK MANAGEMENT IS CHANGING BUT SOME CHALLENGES REMAIN THE SAME

PHILIPPE GUYONNET | March 21, 2018

article image
In this blog series on banking risk management, I will offer Accenture’s perspective of the changes that have already happened, and those yet to come. I will start with an overview of nearly a decade of risk challenges facing banks, and then take a deeper look at the fresh challenges facing banking risk leaders today. We’ve been studying risk management across financial services—as well as in banking—since our first study debuted in 2009. Then, banking risk managers were reacting to the global crisis, grappled with siloed organizations, with technology not fit for purpose and a shortage in risk resources.

Spotlight

Shelton Capital Management

Shelton Capital Management is a multi-strategy asset manager that delivers sophisticated investment solutions. Founded in 1985, Shelton Capital Management has maintained consistent investment principles and a steadfast focus on authentic client service. Our investment solutions include mutual funds and separately managed accounts to the clients of wealth managers, retirement plans, and individual investors.

OTHER ARTICLES

Putting humans at the helm of finance innovation

Article | February 28, 2020

As technologies such as 5G, IoT and AI are rolled out across industries, old business models are being overturned and new ones created, all in the name of progress. Even the most established industries run the risk of being significantly weakened, or even made redundant – so organizations will have to embrace change to survive. Business agility is crucial to responding to market changes, challenges and opportunities. Embracing the latest technologies, and fast, seems to be the order of the day. But to ensure this can be delivered effectively, a new generation of enterprise resource planning (ERP) systems – powered by artificial intelligence (AI) – are making an entrance.

Read More

Five Application Scenarios of AI in Banking

Article | February 28, 2020

Over the past decades, banks have been improving their ways of interacting with customers. They have tailored modern technology to the specific character of their work. For example, in the 1960s, the first ATMs appeared, and ten years later, there were already cards for payment. At the beginning of our century, users learned about round-the-clock online banking, and in 2010, they heard about mobile banking. But the development of the financial system didn’t stop there, as the digital age is opening up new opportunities — the use of Artificial Intelligence. By 2023, banks are projected to save $447 billion by applying AI apps. We will tell you how financial institutions are making use of this technology in their operations today. AI-powered chatbots Chatbots are AI-enabled conversational interfaces. This is one of the most popular cases of applying AI in banking. Bots communicate with thousands of customers on behalf of the bank without requiring large expenses. Researchers have estimated that financial institutions save four minutes for each communication that the chatbot handles. Since customers use mobile apps to carry out monetary transactions, banks embed chatbot services in them. This makes it possible to attract users’ attention and create a brand that is recognizable in the market. For example, Bank of America launched a chatbot that sends users notifications, informs them about their balances, makes recommendations for saving money, provides updates to credit reports, and so on. This is the way the bank helps its clients to make informed decisions. Another example is the launch of the Ceba chatbot, which brought great success to the Australian Commonwealth Bank. With its help, about half a million customers were able to solve more than two hundred banking issues: activate their cards, check account balances, withdraw cash, etc. Mobile banking AI functionality in mobile apps is becoming more proactive, personalized, and advanced. For example, Royal Bank of Canada has included Siri in its iOS app. Now, to send money to another card, it’s enough to say something like: "Hey, Siri, send $30 to Lisa!" - and confirm the transaction using Touch ID. Thanks to AI, banks generate 66% more revenue from mobile banking users than when customers visit branches. Banking organizations are paying close attention to this technology to improve their quality of services and remain competitive in the market. Data collection and analysis Banking institutions record millions of business transactions every day. The volume of information generated by banks is enormous, so its collection and registration turn into an overwhelming task for employees. Structuring and recording this data is impossible until there is a plan for its use. Therefore, determining the relationship between the collected data is challenging, especially when a bank has thousands of clients. There used to be the following approach: a client came to a meeting with a bank employee who knew their name and financial history and understood what options were better to offer. But that's history now. With the wealth of data coming from countless transactions, banks are trying to implement innovative business ideas and risk management solutions. AI-based apps collect and analyze data. This improves the user experience. The information can be used for granting loans or detecting fraud. Companies that estimated their profit from Big Data analysis have reported an average increase in revenue by 8% and a reduction in costs by 10%. Risk management Extension of credit is quite a challenging task for bankers. If a bank gives money to insolvent customers, it can get into difficulties. If a borrower loses a stable income, this leads to default. According to statistics, in 2020, credit card delinquencies in the U.S. rose by 1.4% within six months. AI-powered systems can appraise customer credit histories more accurately to avoid this level of default. Mobile banking apps track financial transactions and analyze user data. This helps banks anticipate the risks associated with issuing loans, such as customer insolvency or the threat of fraud. Data security According to the Federal Trade Commission report for 2020, credit card fraud is the most common type of personal data theft. AI-based systems are effective against malefactors. The programs analyze customer behavior, location, and financial habits and trigger a security mechanism if they detect any unusual activity. ABI Research estimates that spending on AI and cybersecurity analytics will amount to $96 billion by the end of 2021. Amazon has already acquired harvest.AI - an AI cyber security startup - and launched Macie - a service that applies Machine Learning to detect, sort, and structure data in S3 cloud storage.

Read More

Does robotic process automation have a place in finance?

Article | February 28, 2020

Robotic process automation (RPA) may be a relatively young technology, but it’s already secured a firm foothold in the financial services industry. In the UK alone, 72% of banks, insurance firms and other financial institutions are using artificial intelligence (AI) technology, according to Microsoft’s report, ‘Accelerating competitive advantage with AI’.

Read More

Digital Wallet Trends in 2021: How Digital Wallets Are Changing The Payment Landscape

Article | February 28, 2020

In the past couple of years, we have witnessed a new trend in the payment industry – digital wallets. The European Central Bank came up with a report saying that consumers prefer digital wallets over cash and they also see a future where cheques will become a thing of the past. So, there is a clear shift from physical to virtual money that is going on in the payments industry, and business owners have to react faster to stay competitive in this era of digital transformation. We are so familiar with seeing “Cash” as one of the payment methods, but the truth is, the world will be changing towards digital payments. And it isn’t that hard to understand why. Cash is inconvenient, subject to theft, not safe for all users, cannot be used by people who are blind, and becomes less efficient with growing traffic. There are different ways to pay the bills online. With PayPal, credit cards, Apple Pay, Google Pay and Samsung Pay leading the way, it’s hard to understand what is happening with digital wallets. Below are some of the Digital Wallet trends that show how digital wallets are changing the way customers pay every day. Biometric Authentication to rise: The digital wallet is gradually becoming a more mainstream concept along with Biometric Authentication. Whether it’s lack of physical cash, or the need to access funds from different accounts, the average person now understands the importance of storing their debit cards, credit cards, and even private banking information in a secure app. Digital wallets, which store card details and other personal information, are convenient, but safety is still a key. As a result, biometric security is making waves, as are new security features, such as fingerprint scanning, face recognition, heartbeat analysis, vein mapping, etc. Biometric authentication is steadily gaining popularity with digital wallets, integrating it with the most famous two-step verification. Security experts have looked into the feasibility of using fingerprints, irises, and heartbeats as verification methods for a safe and successful transaction on customer’s wallets. In addition, several banks are testing facial recognition technology, while Visa and Mastercard are testing vein mapping. The QR Code entangled in Digital Wallet: QR codes are everywhere these days. They prove to be extremely useful in multiple industries, including the FinTech industry, retail, transportation, and entertainment. The digital wallet is transforming the way customers make and receive payments. QR codes turn the phone into a payment portal — just like a credit card or cash — and are already a common sight in stores, hotels, events and more. But QR codes aren't just about making payments easier. They are a powerful marketing tool for online stores, allowing them to insert enticing offers directly into their store windows. Because QR codes are encoded in the barcode's image, they can be incorporated into any design, making them a highly effective marketing tool. QR codes are especially effective on short-term promotions, such as a newspaper ad with a code that links to a shoppable page on the store's website. QR codes are simple to create and incur no extra expenses. Businesses can generate it quickly and start using it for various platforms, and they can be reused and recycled, making them a cost-effective alternative. QR codes are widely applicable to sellers of all sizes, from big e-commerce shops to tiny retail enterprises. Due to its high usability and inexpensiveness, we can conclude that digital wallets will be incomplete without QR codes. AI and ML to keep your wallet safe: For many industries, machine learning and artificial intelligence (AI) are already securing the way we do business, from healthcare to transportation. Now, they're taking the digital wallet world by storm. AI and ML-based tools and systems are helping businesses detect and prevent fraud. They’re also helping banks manage risk more effectively by spotting anomalies and behaviour that could indicate fraud or money laundering. According to Deloitte, AI and ML-based tools will power 60% of financial fraud detection systems by 2025. “We're seeing technology advance and be commoditized in a way that we've never really seen before with the advancements around artificial intelligence and cloud capability, or even the revolution that we're seeing within the core banking sphere is really changing what financial services actually means.” -David Brear, CEO and Co-founder at 11:FS AI and ML-based fraud detection tools are already being used in a variety of ways. For example, you can use them to monitor customer transactions in the digital wallet and spot fraudulent or unusual activity. They can also monitor customer behavior patterns, such as unusual logins or patterns of spending across multiple digital wallet platforms. AI and ML-based tools can also improve fraud prevention in digital wallets by making predictions based on information that’s already available, such as payment history and transaction patterns. For example, an AI-based tool might analyze a customer’s payment history, say, and predict when the customer is about to miss a payment. NFC (Near Field Communication) in Digital Wallets: Convenience has overtaken security as the key driver in contactless payments. We all like paying with contactless cards because you don't need a PIN. A contactless card is like a credit card without a magnetic stripe on the back.NFC (Near Field Communication) payments, like Apple Pay, work with NFC-enabled POS (point of sale) devices already installed in millions of stores. The consumer benefits of contactless payments are clear. Merchants embrace NFC technology because it enables shoppers to quickly pay for items by tapping their phones on special readers. NFC technology also reduces the time spent at checkout, and it's secure, as only authorized users can use their smartphones. In addition, contactless payments reduce fraud, save time and improve the checkout experience. As a result, the adoption of contactless payments in digital wallets is on the rise. MasterCard estimates contactless payments will represent 10% of all digital transactions in 2021, rising to 36% in 2027. The convenience of contactless payments has surpassed security concerns, eventually forcing merchants to upgrade their POS devices. Merchants with older POS devices can't accept contactless payments. So, they have to upgrade their hardware to NFC-enabled devices. With more advanced POS devices, retailers can protect their customers' card data by using point-to-point encryption (P2PE), which encrypts card data before it's sent to the POS device. Cloud technology to the rescue Cloud technology is becoming pervasive, and it's changing the way companies do business. Cloud computing allows businesses to run several applications on a single server, and it's increasingly being used to increase operational efficiency. Cloud usage isn't limited to large enterprises. Small and medium-sized businesses are also jumping on the bandwagon, and there's one area in particular accounts for a big part of the cloud market: payments. Today, companies are using cloud computing to make digital payments. As customers become more accustomed to the idea of making payments through digital payment methods, many vendors are creating digital wallets that can be accessed and payments can be made through a number of channels. This is increasing convenience for customers and suppliers. Digital payments, however, aren't without their drawbacks. Late payment, for example, is one of the biggest problems that businesses face. With traditional payment processing, payments take several days to clear, and customers often find themselves unable to pay their bills on time. But thanks to cloud technology, digital wallets can be configured to clear payments almost immediately. This eliminates the risk of late payments, allowing businesses to provide a better customer experience. The Takeaway The digital payments market has been dominated by centralized payment service providers (PSPs) and fintech. Still, recent developments have made it clear that the market will broaden to embrace new forms of payment. In 2020, we saw a boom in digital wallets, with companies like Apple, Google, Samsung, Alibaba, PayPal, WeChat, Alipay, and Stripe providing payment solutions. However, the pandemic has shown that customers need applications, and apps require merchants and payment providers. Therefore, we anticipate digital wallets to grow much more in the coming years. FAQs What is the future of digital wallets? Digital wallets offer retailers a more diverse and efficient way to manage payments. They will likely see particular use in the food and beverage industry, where customers often buy expensive items. 37% of retailers currently support mobile payments at the point of sale, according to a recent survey by Javelin Strategy & Research, and 20% of consumers currently use their smartphone for payments which is increasing as days pass. What are the benefits of digital wallets? Mobile payments have come a long way in recent years, so it's easy to whip out your phone and buy a coffee, beer or hot dog using just your phone. But that's only the beginning. Digital wallets give users more control over their spending, security and convenience. For instance, people can set up automatic payments from their wallets. This feature helps users save money and enables them to pay off their debts on time. Will digital wallets be mandatory in the future? If digital wallets can provide convenience to the customers and the retailers, it's more about adopting and not forcing anyone to adopt this technology. With more convenience for the customers to pay through digital wallets, and easy transaction handling for the retailers, digital wallets will be more of a handy technology rather than making it mandatory for transactions. It will be mandatory for a successful business. Are digital wallets more secure or not? Most digital wallets use a secure tokenization system. Instead of storing your actual credit card number, a token is created that's used instead. Then, when you make a purchase, the token is verified on the merchant's end, who then sends the token to your bank or credit card company. Digital wallets like Apple Pay, Android Pay, Samsung Pay and PayPal Pay let you pay using your iPhone, Android, smartphone or tablet. { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [{ "@type": "Question", "name": "What are the benefits of digital wallets?", "acceptedAnswer": { "@type": "Answer", "text": "Mobile payments have come a long way in recent years, so it's easy to whip out your phone and buy a coffee, beer or hot dog using just your phone. But that's only the beginning. Digital wallets give users more control over their spending, security and convenience. For instance, people can set up automatic payments from their wallets. This feature helps users save money and enables them to pay off their debts on time." } },{ "@type": "Question", "name": "Will digital wallets be mandatory in the future?", "acceptedAnswer": { "@type": "Answer", "text": "If digital wallets can provide convenience to the customers and the retailers, it's more about adopting and not forcing anyone to adopt this technology. With more convenience for the customers to pay through digital wallets, and easy transaction handling for the retailers, digital wallets will be more of a handy technology rather than making it mandatory for transactions. It will be mandatory for a successful business." } },{ "@type": "Question", "name": "Are digital wallets more secure or not?", "acceptedAnswer": { "@type": "Answer", "text": "Most digital wallets use a secure tokenization system. Instead of storing your actual credit card number, a token is created that's used instead. Then, when you make a purchase, the token is verified on the merchant's end, who then sends the token to your bank or credit card company. Digital wallets like Apple Pay, Android Pay, Samsung Pay and PayPal Pay let you pay using your iPhone, Android, smartphone or tablet." } }] }

Read More

Spotlight

Shelton Capital Management

Shelton Capital Management is a multi-strategy asset manager that delivers sophisticated investment solutions. Founded in 1985, Shelton Capital Management has maintained consistent investment principles and a steadfast focus on authentic client service. Our investment solutions include mutual funds and separately managed accounts to the clients of wealth managers, retirement plans, and individual investors.

Events