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For financial institutions, generative AI integration starts now

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For financial institutions, generative AI integration starts now

As published in BankingExchange.com

Today, banks of all sizes have access to a considerable amount of customer data that’s processed and stored on a daily basis, from credit history to buying activity. While industry innovators have always used this data to optimize services and enhance customer experiences, the emerging technology landscape presents new opportunities to take these data resources to new heights, particularly in the realm of generative AI (GenAI). 

Today, more than 50% of tech leaders within the financial services industry are interested in exploring AI applications, signaling a trend of increased adoption of this technology. Although many use cases may focus on customer experience applications, operational improvement is also an area of high value. In this environment, bank risk and compliance professionals have a unique opportunity to incorporate meaningful, measured GenAI capabilities into their workflows to help them manage risk, maintain compliance, and safely grow their business. 

Increasing GenAI use cases

Every risk or compliance professional can relate to poring over hundreds of pages of regulatory documents to not only identify new laws and regulatory obligations to which they are subject, but to help provide insights on how those developments impact their front-line business partners and broader business operations. 

As large language models (LLMs) continue to advance, GenAI is emerging as a key tool in helping bank compliance professionals stay more current on the regulatory landscape, and ultimately optimize their risk and compliance programs. This capability stems from GenAI’s power to generate profound insights from new information and even recommend next steps based on historical actions. With nearly 70% of financial leaders denoting technology investment as a crucial step towards managing new regulatory developments, GenAI provides an immediate use case in helping professionals not only identify business obligations from new or existing regulations, but to communicate the impact of changes to frontline business leaders. 

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Across industries, staffing shortages force companies to “do more with less,” leveraging their limited resources for maximum efficiency. Financial institutions are certainly not excluded from this struggle, and resource constraints may be even more pressing as some of the largest banks strive to process millions of transactions each day. GenAI’s power to process information and aid decision-making presents an immediate opportunity to automate many of the manual tasks comprising employee workloads. From helping evaluate the impact of a new regulation on risk ratings to identifying vulnerabilities and suggesting controls to safeguard banking operations, GenAI, if successfully implemented, can augment human decision-making, allowing employees to deliver higher-value work.  

Lastly, GenAI may complement human insights when challenges abound. While the human brain is excellent at reacting to immediate information and making decisions, GenAI can take a bird’s-eye view of an entire information landscape to surface insights hidden to the naked eye. This capability is useful for pairing customer caches with historical trend data to inform risk assessments or flag anomalous transactions indicative of potential fraud. 

Say hello to the AI steward

GenAI’s potential to help compliance professions see around blind spots and better anticipate and avoid risk is promising.  However, after the initial enthusiasm subsides, a daunting implementation journey remains, with no clear path to integration. At this stage, many chief compliance officers may become anxious about navigating GenAI integration complexities, but therein lies a silver lining: one needn’t embark on this journey alone. 

This exploratory phase represents the best time for chief compliance and risk officers to assemble a team of “AI stewards.” These professionals, drawn from all areas of the business, will be instrumental in crafting a GenAI implementation strategy and providing insight into which business processes would benefit from GenAI’s automative and predictive capabilities. This early stage is also an optimal time to involve legal, client relations, and even HR to better understand the ethical and legal considerations of both internal and external GenAI integration, especially as privacy and data stewardship come to the forefront. 

While tech and IT leaders may have the most hands-on role in a bank’s GenAI rollout, incorporating team members from across business functions is equally important— it may come as a surprise as to where your “AI allies” are hiding!

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Assessing risks and devising best practices 

No technological integration is worth exposing a bank’s sensitive information to potential hackers or leaving data open to compromise, and GenAI integration is no exception. However, by employing the latest guidance, risk and compliance professionals can support a secure rollout. 

While federal guidance like last year’s landmark Executive Order on AI safety and security is a valuable starting point for general risk evaluation, the breakneck speed of AI innovation requires stakeholders to get ahead of federal regulation to remain competitive. 

State-level legislation coming out of Colorado and California may provide more comprehensive guidance, especially as these states deploy GenAI tools for public services. Across the pond, European regulations such as the AI Act are years ahead of early US frameworks and may serve as a helpful guide. 

It must be noted that big data resources—which make large banks especially excellent GenAI integration candidates—remain the central reason why careful guidance is needed: AI models can exert a significant impact on the millions of customers served by these institutions every day. For example, GenAI models trained on biased data sets are particularly problematic for financial institutions, as functions like credit scoring or underwriting can easily be influenced by underlying prejudices embedded in the model.

Moreover, as AI-generated content becomes even more conversational and widespread, the importance of early disclosure of how GenAI may influence their products and services is paramount. Risk and compliance professionals should consult their company’s legal team to ensure these disclosures are made at the earliest possible stage. 

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Conclusion 

In this age of digital disruption, banks must move fast to keep up with evolving industry demands. Generative AI is quickly emerging as a strategic tool to carve out a competitive niche. With unique insight into a bank’s most resource-heavy functions, risk and compliance professionals have a valuable role in identifying the best areas for GenAI automation. 

Kris Stewart, JD, CRCM, is a senior director in the compliance product management team at Wolters Kluwer. Reach her at LinkedIn.

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Nigeria, China deepen ties with pledge on security, finance and economic growth

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Nigeria, China deepen ties with pledge on security, finance and economic growth
Nigeria and China plan to deepen cooperation in areas such as clean energy, defence and finance, with China pledging support for Nigeria’s issuance of Panda bonds to fund infrastructure, the two countries’ foreign ministers said on Thursday.
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How car loans became Britain’s latest consumer finance scandal

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How car loans became Britain’s latest consumer finance scandal

When Marcus Johnson drove his Suzuki Swift out of a dealership in south Wales in 2017, he had no idea that he was helping to precipitate another major UK financial scandal.

The 34-year-old factory supervisor from Cwmbran tells the Financial Times he was “in and out of the place within an hour” having put down a £100 deposit and signed a loan agreement to fund the rest of the £6,499 sticker price. The £154 monthly cost seemed in line with what some of his friends were paying.

What he did not realise was that a big chunk of the interest he was being charged was to fund a £1,650 commission — a quarter of the vehicle’s purchase price — to the Cardiff-based dealership for arranging the loan.

Seven years later, his case and two others led to a landmark Court of Appeal ruling that could have significant implications for the UK’s banking sector and even its economy.

In it, three judges concluded that Johnson did not understand “what a very poor deal he was getting” and had not given his informed consent to the payment, which they deemed unlawful. Dealerships had a fiduciary duty to act in the interests of their customers when arranging financing, they found.

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The decision, which also covered car purchases by a postman in Stoke-on-Trent and a student nurse in Hull, “was like a bomb going off in the consumer finance sector”, says Julius Grower, a professor at the University of Oxford specialising in commercial law.

“It is an Erin Brockovich moment,” he adds, referring to the 1990s lawsuit against a big utility company that inspired the film of the same name, starring Julia Roberts.

Charlie Nunn, chief executive of Lloyds Banking Group, has described the ruling as “at odds with the last 30 years of regulation”. By some estimates, it could leave the sector facing a compensation bill approaching that of the £50bn payment protection insurance scandal.

It has also wrongfooted the UK’s financial regulator, which had been investigating hidden commissions in car finance. Car dealers say that it threatens their viability, while the wider finance industry has warned that it could lead to credit becoming less readily available and more expensive, curtailing people’s ability to buy high-value consumer goods.

Stephen Haddrill, head of the Finance & Leasing Association trade body, told a House of Lords committee in November that fears of “compensation being paid going back 20-plus years” would further reduce lending to the poorest people in society, which had already contracted 30 per cent in the past five years.

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The Supreme Court is due to review the judgment in April. If upheld, millions of people who bought cars in Britain over the past two decades could claim back the cost of commissions and the interest they paid on them. Johnson says he has already received £3,200 from MotoNovo, a specialist car finance company owned by South Africa’s FirstRand Bank.

Estimates of the total cost to the banks that pay the commissions vary; RBC Capital Markets has suggested £17.8bn but analysts at HSBC believe the eventual bill could reach £44bn.

“The tentacles of this could be very long,” agrees Matt Austen, a former official at the UK’s Financial Conduct Authority who now works at consultancy Kroll.

The share prices of car dealers, financiers and lenders most exposed to car loans have already been hit. Close Brothers, a 146-year-old City of London merchant bank that has a fifth of its loan book in car finance, suffered a 70 per cent drop in its share price last year.

Some worry the controversy will harm the UK’s already fraying reputation among international investors. Nunn of Lloyds told an FT event last month that the court ruling had created an “investability problem” and that investors “are telling us they’re really concerned”.

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The FCA, the UK’s main financial watchdog, has also come under fire because for many years its rules seemed to allow practices that courts now judge to have been unlawful. 

The regulator recently extended an eight-week deadline for lenders to deal with complaints about car finance until December 2025 while it decides what to do, but has said an industry-wide redress scheme is likely to be imposed on the banks.

The ruling has left many in the motor trade bemused. “A fiduciary duty is what a lawyer owes to their client,” says FLA head Haddrill. “No car dealer really thinks that is quite how the relationship works [but] the regulatory regime has not recognised what the Court of Appeal says the law is — so we are operating in an uncertain environment.”


The origins of what the chair of the UK parliament’s influential Treasury select committee has described as “one unholy mess” go back decades.

Typically, car dealerships not only sell vehicles but also arrange financing; around 83 per cent of new car purchases were bought using such loans in the year to October, according to the FLA.

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In exchange for introducing buyers, dealerships usually earn a commission from the lender. As online comparison sites such as Auto Trader have made car valuations more transparent, profits from buying and selling cars have been squeezed and dealerships have become more dependent on payments for arranging finance.

Generic picture of cars lined up for sale
Car dealers say that the court ruling threatens their viability, while the wider finance industry has warned that it could lead to credit becoming less readily available and more expensive © Charlie Bibby/FT

“Without commissions, nine out of ten dealerships would go bust almost immediately,” says Richard Szabo, co-founder of the TT Sports & Prestige car dealership in Derby. Surveying dozens of luxury cars parked in his showroom, he argues that “almost all customers know about us receiving a commission. It would be a surprise if we were not.” 

In 2017, Szabo’s dealership sold a BMW to Andrew Wrench for £9,750 in another case ruled on by the Court of Appeal. The company earned just over £400 for arranging a loan from FirstRand to finance the purchase by Wrench, who was described by the court as “a postman with a penchant for fast cars”.

Szabo maintains that his customer got “a good deal” with an interest rate of 4.3 per cent and says he does not understand why the loan was ruled unlawful.

In the same year that Wrench acquired his BMW, the FCA announced a review of car finance. Its inquiry found that about half of all commissions paid by car finance companies were “discretionary”. They allowed dealerships to adjust the interest rate on loans for customers — and the higher the rate, the more commission the dealer earned. 

Officials estimated that customers buying through such discretionary models were paying £300mn more a year on their car loans than if dealerships had only been receiving a flat commission. Warning of “consumer harm on a potentially significant scale”, the FCA decided to ban all discretionary commissions from January 2021.

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Hundreds of thousands of complaints about car finance poured into lenders. Jenna Lewis submitted one of them after she realised that the Liverpool branch of the Arnold Clark dealership had jacked up the interest rate on a £13,333 loan for her purchase of a second-hand Audi in 2018 from a minimum of 2.68 per cent to 4.67 per cent.

Column chart of New quarterly complaints at the FOS ('000) showing Car finance cases surge at the Financial Ombudsman Service

The increase cost her an additional £1,326.60 in interest, which was paid to the dealership as a commission by Barclays — and represented a fivefold increase on its usual payment.

The banks rejected almost all such complaints, including Lewis’s. She and others then turned to the Financial Ombudsman Service, which resolves disputes involving the sector. The FOS said it received more than 42,000 submissions about car loans in the year to September 2024 — nearly treble the previous year.

It found in Lewis’s favour, saying Barclays had not acted “fairly and reasonably” and had breached both the FCA’s rules and the Consumer Credit Act.

The bank challenged the decision in the High Court, but the judge sided with the FOS, declaring that the only way for Barclays to have avoided “unfair treatment” of Lewis was with “full and complete disclosure” on the structure and amount of commission it paid the dealership at her expense. Barclays has indicated it will appeal against the ruling.

Similarly, Johnson had signed documents that made reference to the possible payment of a commission but had not read what he described as “an enormous amount of paperwork”, which he had been asked to sign on the spot. “It was quite rushed — it did feel like quite high pressure,” he recalls.

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The Court of Appeal judges said that “burying such a statement in the small print which the lender knows the borrower is highly unlikely to read will not suffice”.

Jason Booth leans on a glass divider at Bristol Street Motors
Jason Booth of Bristol Street Motors says disclosing more detail about commissions has made ‘little difference’ to customers on the ground © Charlie Bibby/FT

To the alarm of lenders, lawyers acting for claimants are now pushing for a lot more than just repayment of the disputed commission. “The Court [of Appeal] said the firms have to pay back the commission and the interest paid on the original loan — it’s double recovery — which is unusual in English law,” says Oxford’s Grower.

“It feels very disproportionate and extreme. But there is a well-known history of courts in this country giving a win to the small guy and a poke in the eye to the big banks.”

Putting lenders on the hook for repaying all the interest on the loan potentially adds billions more pounds to the eventual compensation bill. 

“You are looking at unwinding the [loan] agreement — it engages rescission,” says Kevin Durkin, a lawyer at HD Law who acted for Johnson. That is “what’s really sent shockwaves” through the industry.


Lawyers say it is far from clear how rescission would work in practice, however.

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Any calculation of damages would have to include the value to the consumer of using — and, if the loan is paid off, owning — the car, a concept known in law as “counter restitution”.

Such a calculation could be even more complicated if the borrower had since sold the car. Caroline Edwards, partner at law firm Travers Smith, says it “will be necessary to give back the benefits received under the contract, which may not be straightforward to determine”.

Johnson’s claim was considered a “partial disclosure” case, in which the possibility of commission had been referenced in the documents that he signed. In such cases, rescission is at the discretion of the court, and Johnson was not awarded it, in part because he had since sold the vehicle. 

However, Durkin of HD Law says customers in cases such as Wrench’s, where the commissions were not disclosed sufficiently clearly, or at all, are entitled to rescission as a right under previous case law. “There’s a long line of [judicial] authority on rescission,” he notes.

The recent court rulings upholding complaints against the banks are expected to trigger a flood of further complaints. “Claimant law firms and litigation funders are mobilising following the Court of Appeal decision, leading to yet more litigation,” says Kenny Henderson, partner at law firm CMS.

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Line chart of Point of sale financing of UK consumer car purchases (£bn) showing The UK car loans market has grown rapidly in recent years

There are also concerns that swaths of the consumer credit market could be affected. Commissions have long had to be fully disclosed in some areas, such as for any above £250 paid to mortgage brokers for arranging home loans. But the rules are less clear elsewhere. “Since the decision we’ve had lots of discussions with clients about the extrapolation risks,” says Kate Scott, a partner at law firm Clifford Chance.

Companies in several sectors were examining if they needed to improve their disclosure of commissions, such as those earned for arranging loans on the sale of electrical goods like fridges and televisions, or for insurance where people pay for cover in monthly instalments rather than up front, she adds.

Martin Lewis, the UK’s most high-profile consumer champion, says more than 2.5mn people have already complained to their car finance provider over discretionary commissions using an email template on his Money Saving Expert website. 

He estimates that the number of people who could potentially complain doubled after the Court of Appeal ruled that flat commissions were also illegal if they were not fully disclosed and the customer did not give clear consent.

But he told viewers of his ITV show last month that he was less convinced about the merits of seeking redress for flat commissions that were not fully disclosed. “If retrospective payback is ordered it could be counterproductive . . . we may see less availability of car finance and we may see higher prices.” 

Banks have started to make provisions against likely redress claims. Lloyds, the UK’s biggest car finance provider, has set aside £450mn while the UK unit of Spain’s Banco Santander has booked a £295mn charge and FirstRand bank took a R3bn (£130mn) hit.

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A sales manual used by staff at Bristol Street Motors. Many dealers and lenders have had to rewrite documentation following the Court of Appeal ruling © Charlie Bibby/FT

Credit rating agency Moody’s said bigger banks and the lending arms of major carmakers should be able to absorb the cost of redress quite easily. But smaller banks such as Close Brothers, Paragon and Investec, risked “a more significant hit to profitability and capitalisation”.

Some banks stopped providing car loans for several days after the ruling while they rewrote the documentation and scripts they gave to dealerships to clarify the size of any commissions and require consumers to give their full consent. Three lenders switched to a zero-commission model.

But as lawyerly debate rages ahead of the Supreme Court case, disclosing more detail about commissions has made “little difference” to customers on the ground, says Jason Booth, manager of Bristol Street Motors dealership on the same industrial estate in Derby as TT Sports & Prestige.

He now times all his sales staff to ensure they spend at least 30 seconds explaining its commissions to customers but says the extra detail is yet to put off potential buyers other than at the premium end of the market.

“Most people just care about what their monthly payments will be,” he says.

Additional reporting by Akila Quinio

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AM Best Upgrades the Financial Strength Ratings for Employers Holdings, Inc.’s Operating Subsidiaries to “A” (Excellent)

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AM Best Upgrades the Financial Strength Ratings for Employers Holdings, Inc.’s Operating Subsidiaries to “A” (Excellent)
Employers Holdings Inc

RENO, Nev., Jan. 08, 2025 (GLOBE NEWSWIRE) — Employers Holdings, Inc. (NYSE:EIG), a leading provider of workers’ compensation insurance, is pleased to announce that AM Best has upgraded the Financial Strength Rating (FSR) of each of its insurance companies to A (Excellent) from A- (Excellent) and their Long-Term Issuer Credit Ratings (Long-Term ICR) to “a” (Excellent) from “a-” (Excellent). Concurrently, AM Best has upgraded the Long-Term ICR of Employers Holdings, Inc. to “bbb” (Good) from “bbb-” (Good). The outlook of each of these credit ratings has also been revised to stable from positive.

“This upgrade reflects our unwavering commitment to financial strength and operational excellence,” said Katherine Antonello, President and CEO of Employers Holdings, Inc. “Our focus on disciplined underwriting, prudent risk management, and strategic investments has positioned us strongly in the workers’ compensation insurance market. This reinforces our ability to provide reliable, trusted, high-quality coverage to small businesses across the nation.”

According to a news release from AM Best, the rating upgrades are driven by Employers’ balance sheet strength, which AM Best assesses as strongest, as well as its strong operating performance, limited business profile, and appropriate enterprise risk management. AM Best also noted Employers’ consistent underwriting profitability and improved underwriting margins, resulting from its multi-focus, multi-year strategy emphasizing adequate pricing, proper risk selection, expedient claims handling, and conservative investing.

As a leading provider of workers’ compensation insurance, Employers remains dedicated to serving small and mid-sized business policyholders in low to medium hazard industries. For more information about Employers and its subsidiaries, please visit www.employers.com.

AM Best is the world’s oldest and most authoritative insurance rating information source. For the latest ratings, visit www.ambest.com.

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About EMPLOYERS

Employers Holdings, Inc. (NYSE: EIG), is a holding company with subsidiaries that are specialty providers of workers’ compensation insurance and services (collectively “EMPLOYERS®”) focused on small and mid-sized businesses engaged in low-to-medium hazard industries. EMPLOYERS leverages over a century of experience to deliver comprehensive coverage solutions that meet the unique needs of its customers. Drawing from its long history and extensive knowledge, EMPLOYERS empowers businesses by protecting their most valuable asset – their employees – through exceptional claims management, loss control, and risk management services, creating safer work environments.

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