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Emerging Challenges of Generative AI in Finance

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Emerging Challenges of Generative AI in Finance

The financial services sector has long served as the proving ground for the application of emerging technologies. The current era of disruption is no exception to this history. Generative artificial intelligence (AI) represents the latest in this line of transformative technologies reshaping finance and banking, with applications for everything from enhancing consumer interactions to refining risk assessment models. Its influence is already pivotal in financial decision-making, yet generative AI introduces significant challenges. These encompass the risks of propagating incorrect financial information, exposing sensitive banking data to security breaches, and expanding the digital gulf between modern and developing economies.

Banks and financial institutions (FIs) are actively developing strategies to navigate these complexities, employing innovative approaches to mitigate the risks associated with generative AI integration. Moreover, the institution and expansion of regulatory guardrails are crucial for managing these challenges, ensuring that the deployment of generative AI in the financial sector is both safe and secure. The focus lies not only in recognizing — and harnessing — the potential of generative AI but also in emphasizing the importance of strategic and regulatory frameworks to fully capitalize on its capabilities.

Generative AI catalyzes the financial services shift to BaaS.

With the aid of generative AI, the financial industry has accelerated the adoption of banking as a service (BaaS) and embedded finance, marking a shift from planning to implementation. A recent report reveals a substantial increase in BaaS adoption across global financial institutions, rising to 48% from 35% in 2022. Similarly, embedded finance is witnessing significant growth, jumping by 8% in the past 12 months.

Generative AI is rapidly gaining traction in the financial sector, primarily as a tool to meet the rising demand for personalized customer services. However, its applications extend far beyond this usage to encompass critical areas like environmental, social and governance (ESG) and anti-money laundering (AML) initiatives. The global rise in implementation this year has rendered generative AI an instrumental technology in advancing key focus areas within financial services.

AI’s expansion in the U.K. financial sector introduces challenges.

Generative AI’s emergent role in financial services is significant, as approximately 90% of FIs in the United Kingdom were already employing predictive AI in back-office functions. Predictive AI in finance is largely used to forecast future events based on historical data, while generative AI creates new, synthetic data and insights with implications for financial modeling and analysis beyond existing patterns. More than 60% recognize the potential of generative AI to drive substantial cost reductions and operational improvements. Supporting this level of optimism will require a thorough reassessment of business models, workforce capabilities and the considerable resource demands of AI technologies, particularly in the context of supply chain sustainability.

In the highly regulated financial sector, caution prevails, with more than 70% of generative AI applications still in experimental stages. Achieving a return on investment depends on the quality of data and the technology’s seamless integration into existing frameworks, a process anticipated to take the average solution three to five years. At the confluence of predictive and generative AI is where transformative potential lies, yet it introduces new challenges like the now-infamous hallucinations and complexities that plague external model sourcing. Despite these hurdles, 60% of U.K. institutions feel equipped within their current risk management strategies to accommodate generative AI.

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Finance

Regions expands municipal finance business with acquisition of Montgomery’s Frazer Lanier

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Regions expands municipal finance business with acquisition of Montgomery’s Frazer Lanier

Regions Financial Corp. has expanded its municipal finance and investment banking business with the acquisition of Montgomery-based The Frazer Lanier Company, a firm that has advised Alabama governments, schools and universities on financing for nearly 50 years.

The Birmingham-based bank announced Thursday that it has closed on the acquisition of Frazer Lanier, a full-service investment banking firm specializing in municipal and corporate securities. Financial terms of the transaction were not disclosed.

Founded in 1976, Frazer Lanier has built its business by advising corporations, cities, counties and other public entities on financing projects while serving as an underwriter or placement agent for tax-exempt and taxable bond offerings. Ultimately, the firm helps governments, school systems, universities and other organizations raise money for public projects through bond offerings and other financing strategies.

The Montgomery firm also maintains offices in Birmingham and Florence and says it has served thousands of public and private clients throughout the country.

Along with serving municipalities, Frazer Lanier’s published client list includes the Alabama State Board of Education, the University of Alabama, the University of Alabama at Birmingham, the University of Alabama in Huntsville, Auburn University, the University of South Alabama and Alabama State University, along with numerous city and county school systems across Alabama.

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Regions said the acquisition supports its strategy of expanding investment banking capabilities and strengthening services for public-sector, corporate and institutional clients. The company said combining Frazer Lanier’s experience with its Corporate Banking and Capital Markets divisions will expand its municipal finance capabilities and provide clients with broader access to capital markets solutions.

“Two of our top priorities at Regions Bank are strategically expanding our services and investing in top-tier banking talent,” said John Turner, chairman, president and CEO of Regions Financial Corp. “By welcoming experienced bankers from Frazer Lanier to the Regions family, we are connecting Regions’ clients with even greater capabilities while advancing our long-term strategy for growth.”

Frazer Lanier will become part of Regions Bank’s Capital Markets division within the company’s Corporate Banking group.

“There’s a natural fit here,” said Brian Willman, head of Corporate Banking for Regions. “Frazer Lanier has built trust by staying close to clients and helping them navigate important decisions. That’s exactly how we approach relationships at Regions. Together, we can expand that model by bringing more ideas, more capabilities and more connectivity to clients across our markets.”

Regions, which has approximately $161 billion in assets, said the acquisition will strengthen its ability to serve municipalities, corporations and institutional clients across its multi-state footprint while expanding its municipal finance and investment banking services.

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Sherri Blevins is a staff writer for Yellowhammer News.  You may contact her at [email protected].

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9 steps to avoid a financial retirement “cliff-edge”

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9 steps to avoid a financial retirement “cliff-edge”
Preparation is key to a retirement plan (Alamy/PA) (Alamy/PA)

Retirement is often associated with greater freedom and the opportunity to enjoy the rewards of decades of work. But for many people, the transition from earning a regular pay cheque to relying on pensions and savings can feel less like a gentle glide and more like standing at the edge of a financial cliff-edge.

A YouGov survey of 6,224 UK adults found that 55% reported that they were concerned about running out of money in retirement and, among these worried respondents, 63% were under 50 years old.

However, the good news is that avoiding a financial retirement cliff-edge isn’t about having extraordinary wealth – it’s about making informed decisions before and throughout retirement.

Susan Hope, retirement expert and business development director at Scottish Widows (Scottish Widows/PA)
Susan Hope, retirement expert and business development director at Scottish Widows (Scottish Widows/PA)

We spoke to Susan Hope, retirement expert and business development director at Scottish Widows, who shared the following nine practical steps to help you build a retirement plan that can weather life’s uncertainties and give you greater confidence that your retirement years will be defined by peace of mind rather than financial stress.

1. Understand what state pension and credits you are entitled to

Coin on top of a state pension claim letter (Alamy/PA)
Coin on top of a state pension claim letter (Alamy/PA)

“Make sure the cornerstone of your financial retirement income is covered by the state and you’ve got everything you’re entitled to,” advises Hope. “If you go onto the HMRC app you can find out really quickly when your state pension age is and what you are due to get.

“Another important thing to look at on the app is a year-by-year breakdown of your national insurance contributions.”

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Hope recommends going back through your working years to make sure that you’ve got credits for every period because if you weren’t working due to unemployment, illness, or were caring for someone, you may be entitled to national insurance credits.

They help ensure you qualify for certain benefits, most notably the state pension, during periods when you weren’t working, were earning too little to pay National Insurance, or were claiming specific benefits.

2. Locate any lost or missing pension pots

Three glass jars of coins labelled pensions (Alamy/PA)
Three glass jars of coins labelled pensions (Alamy/PA)

“I have a huge bee in my bonnet about the £31 billion of untraced pensions that we have in the UK,” says Hope. “Go back through your LinkedIn or your CV and make sure that none of that £31 billion is languishing somewhere, because that is your money to have.”

Once you know the name of your previous employer or your old pension provider, you can use the government’s free Pension Tracing Service to help find lost pension pots.

3. Look at the UK’s different retirement living standards

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“I think it’s really useful to look at the UK’s retirement living standards, because that will give you an idea of how much you’re going to need in retirement, depending on what type of retirement you want to live,” recommends Hope.

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Finance

New questions about Trump’s taxes after financial disclosure release

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New questions about Trump’s taxes after financial disclosure release

President Trump’s financial disclosure is raising many questions. For some, these include ethical concerns about whether he is profiting from the presidency. It’s also highlighting another mystery: how much is he paying in taxes? CBS News senior White House correspondent Weijia Jiang has more.

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