{"id":25839,"date":"2023-11-09T22:10:36","date_gmt":"2023-11-09T22:10:36","guid":{"rendered":"https:\/\/www.oxfordcorp.com\/?p=25839"},"modified":"2023-11-17T16:33:49","modified_gmt":"2023-11-17T16:33:49","slug":"transforming-finance-the-ai-and-big-data-revolution","status":"publish","type":"post","link":"https:\/\/www.oxfordcorp.com\/en\/insights\/blog\/transforming-finance-the-ai-and-big-data-revolution\/","title":{"rendered":"Transforming Finance: The AI and Big Data Revolution"},"content":{"rendered":"<p><span data-contrast=\"auto\">Artificial intelligence (AI) has evolved so quickly that we barely notice it. The mysteriously veiled technology often works for us behind the scenes, simplifying tasks and complementing human interactions with others and the world.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">AI habitually does tasks for us that we may not even consider. From using advanced algorithms to process large amounts of data that help the technology learn and assist us more efficiently moving forward, AI is always helping and learning.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Whether we notice it or not, technology continues to permeate our day-to-day routines, even when it comes to our money. AI is increasingly present within banking apps, providing services like facial and voice recognition, sending notifications, detecting fraudulent activity, document reading and processing, predictive analytics, more precise risk assessment, and user experience optimization. AI integrated into banking apps can also monitor and examine our spending habits, personalizing recommendations, such as investment advice, credit offerings, and personal financial management options.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Additionally, the rise of algorithmic trading allows for high-speed decisions that capitalize on minute market inefficiencies.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Undoubtedly, <\/span><a href=\"https:\/\/www.oxfordcorp.com\/ai-and-ml-can-improve-both-human-and-business-experiences\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">AI and big data have profoundly transformed our lives and how we do business<\/span><\/a><span data-contrast=\"auto\">. Technology has touched every facet of the consumer world, ushering in a new era of innovation and efficiency. And despite several global setbacks, it\u2019s not expected to slow down soon.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">According to Global Market Insights, <\/span><a href=\"https:\/\/www.gminsights.com\/industry-analysis\/artificial-intelligence-ai-in-bfsi-market\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">the BFSI market has a projected growth of 20% CAGR from 2023 to 2032<\/span><\/a><span data-contrast=\"auto\"> due to increased investments in AI solutions and services. The publication states, &#8220;Global investments in the FinTech sector grew by over 68% in 2021 compared to 2020.\u201d The impact of AI in the BFSI market was valued at $20 billion in 2022. According to Global Newswire, <\/span><a href=\"https:\/\/www.globenewswire.com\/news-release\/2023\/08\/01\/2716262\/0\/en\/AI-In-Banking-Global-Market-Report-2023.html\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">AI in banking accounted for $6.82 billion<\/span><\/a><span data-contrast=\"auto\">, fluctuating upward to $9 billion in 2023.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The Russia-Ukraine war caused a temporary disruption in global economic recovery from the COVID-19 pandemic because supply chain disturbances and commodity price surges led to inflation taking hold of many markets worldwide. However, steady growth is expected to continue at a CAGR of 32.5% from 2023 to 2027, with AI in the banking market estimated to reach a whopping $27.76 billion throughout those four years.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h1 aria-level=\"2\"><span data-contrast=\"none\">The Combination of AI &amp; Big Data Is Raising the Bar in the Financial Services Industry<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h1>\n<p><span data-contrast=\"auto\">AI is superior at tackling projects that are \u201c<\/span><a href=\"https:\/\/online.maryville.edu\/blog\/big-data-is-too-big-without-ai\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">too much for human minds<\/span><\/a><span data-contrast=\"auto\">,\u201d according to a publication by Maryville University in St. Louis, MO. Sorting and analyzing big data is one of those projects\u2014one that can significantly influence decision-making within any organization or institution.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In short, data is needed to help AI mature, and AI is needed to sift through and process copious amounts of data. Therefore, AI and big data go hand-in-hand\u2014effectively gathering insights, predicting upcoming trends, gaining a competitive advantage, and achieving desired outcomes.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">According to the same university publication, Forbes cited research that indicates pairing AI and big data can yield significant results, automating \u201cnearly 80% of all physical work, 70% of data processing work, and 64% of data collection tasks.\u201d<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Consequently, these technologies are upping the ante of the financial services industry.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Here are some ways AI and big data are impacting the financial world:<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Risk Management and Fraud Detection<\/span><\/b><span data-contrast=\"auto\">: AI can identify patterns of fraudulent activities by analyzing vast datasets. This method has proven more effective than traditional methods in thwarting fraud attempts.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Algorithmic Trading<\/span><\/b><span data-contrast=\"auto\">: Algorithms process a lot of data fast to make rapid trading decisions. This AI capability has increased trading volume and efficiency in the stock market.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Personalized Banking<\/span><\/b><span data-contrast=\"auto\">: By using big data analytics, banks can understand consumers\u2019 spending habits and financial behaviors, allowing them to offer tailored products, advice, and discounts.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Credit Scoring<\/span><\/b><span data-contrast=\"auto\">: AI models can evaluate creditworthiness by analyzing non-traditional data sources like social media activity. This insight could provide more accurate credit scores or offer opportunities to previously underserved populations.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Chatbots and Virtual Assistants<\/span><\/b><span data-contrast=\"auto\">: These tools instantly respond to customer inquiries, reducing operational costs and improving customer service.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"6\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Wealth Management and Robo-Advisors<\/span><\/b><span data-contrast=\"auto\">: AI-driven platforms give investment advice based on algorithms, making wealth management services available to a broader audience at a lower cost.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"7\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Operational Efficiency<\/span><\/b><span data-contrast=\"auto\">: Automating back-office tasks like data entry, compliance checks, and other repetitive tasks can lead to cost savings and increased efficiency.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"8\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Predictive Analytics<\/span><\/b><span data-contrast=\"auto\">: Financial institutions use AI to forecast market trends, customer behaviors, and potential economic shifts, aiding decision-making aligning with future goals.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"9\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Regulatory Compliance and Monitoring<\/span><\/b><span data-contrast=\"auto\">: AI can automate compliant transactions and operations with regional and international regulations. It can also assist in regulatory reporting.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"10\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Enhanced Customer Experience<\/span><\/b><span data-contrast=\"auto\">: AI-driven analytics make it easier for financial institutions to gain insight into customer preferences and behaviors, leading to better product recommendations and user experiences.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"11\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Blockchain and Smart Contracts<\/span><\/b><span data-contrast=\"auto\">: Combining <\/span><a href=\"https:\/\/www.oxfordcorp.com\/blockchain-technology-is-stepping-up-in-2023\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">AI and blockchain<\/span><\/a><span data-contrast=\"auto\"> can automate and verify contract performance and transactions for better transparency and efficiency.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<h1 aria-level=\"2\"><span data-contrast=\"none\">AI is Not Without Its Risks in the Finance World<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h1>\n<p><span data-contrast=\"auto\">As brilliant as it is, AI is not a solo technology, meaning humans must actively govern, monitor, and update it so it continues to be helpful. While its many benefits typically offset any risks or challenges, it is not failproof. Therefore, it is necessary to recognize and mitigate AI-related risks so they don\u2019t present an ongoing headache.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Challenges you should be aware of when jumping on the AI ship include:<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Overreliance on Algorithms<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Sometimes, too much of a good thing is a bad thing. For instance, overdependence on automated decision-making can lead to significant errors if the AI encounters unfamiliar data or conditions. Human intelligence is still highly encouraged\u2014that\u2019s what AI hopes to imitate.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Additionally, putting too much faith in technology to run operations could trigger systemic risks if many institutions use similar algorithms. The idea is to stay ahead of the competition, not trail along with the whole lot.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Model Risk<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">It\u2019s all about the input. If the AI model is trained on biased or incomplete data, it can produce inaccurate predictions. This is no small thing in the financial world. Such inaccuracies could yield substantial monetary losses, which could be difficult to overcome.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Transparency and Accountability<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Technology can only communicate with us to the extent we have programmed it. Many AI models, especially deep learning models, are considered \u201cblack boxes,\u201d meaning it\u2019s hard to understand how they make decisions.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Often, in finance, explanations for decisions are mandatory, especially when it comes to credit or investments. Therefore, this lack of transparency initiated using AI models can sometimes prove problematic.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Data Privacy and Security\u00a0<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Data steers planning, implementation, and results. In other words, <\/span><a href=\"https:\/\/www.oxfordcorp.com\/the-big-small-of-big-data-and-why-it-matters\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">data is a big deal<\/span><\/a><span data-contrast=\"auto\">. AI relies heavily on quality data for peak outcomes. Therefore, keeping data safe is a priority. Mishandling or breaches of data can harm customers and result in regulatory penalties.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Job Displacement<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">There\u2019s a lot of fear surrounding automation, with many harboring the mistaken belief that robots will eventually replace humans in the workforce entirely. One article referenced a 2013 paper by two Oxford academics claiming job loss in the U.S. due to advancing technology is a real concern. The scholars surmised that <\/span><a href=\"https:\/\/theconversation.com\/are-robots-taking-over-the-worlds-finance-jobs-77561\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">nearly 50% of jobs will be replaced by automation<\/span><\/a><span data-contrast=\"auto\"> by 2033. Over half of the jobs (54%) in supposed danger are in finance.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Still, others believe that robots entering the workplace create more jobs than those they eliminate. Harvard Business Review estimates that <\/span><a href=\"https:\/\/hbr.org\/2021\/03\/why-robots-wont-steal-your-job\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">about 97 million more roles will become available due to the rise of robots<\/span><\/a><span data-contrast=\"auto\">, terming these new positions the \u201cjobs of the future.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Even with the creation of new jobs, though, automating tasks in the financial industry could put certain existing jobs at risk. Jobs at higher risk of becoming obsolete include many customer support roles, back-office operations, and even some analyst positions.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Ethical Concerns<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">It\u2019s possible <\/span><a href=\"https:\/\/www.cnbc.com\/2023\/06\/23\/ai-has-a-discrimination-problem-in-banking-that-can-be-devastating.html\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">AI might inadvertently discriminate against certain groups of people<\/span><\/a><span data-contrast=\"auto\">, especially if it\u2019s trained on biased data. This could lead to unfair loan denials or unfavorable rates for some individuals, with marginalized communities most likely to suffer the downsides of AI in finance.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Of note, discriminatory practices of AI within financial institutions, whether intentional or not, can have severe consequences. <\/span><a href=\"https:\/\/www.arnoldporter.com\/en\/perspectives\/blogs\/enforcement-edge\/2023\/08\/the-fed-warns-about-ai-bias\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">A 2023 article published by a law firm regarding AI bias<\/span><\/a><span data-contrast=\"auto\"> states: \u201cIf federal banking regulators identify patterns or practices of discrimination in a financial institutions\u2019 AI, it could result in referrals from those regulators to the Department of Justice for enforcement.\u201d<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Flash Crashes and Systemic Risks<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Speed isn\u2019t always ideal. High-frequency, AI-powered trading can lead to flash crashes in the stock markets, causing rapid and significant losses. According to <\/span><a href=\"https:\/\/www.wallstreetmojo.com\/flash-crash\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Wall Street Mojo<\/span><\/a><span data-contrast=\"auto\">, \u201cA flash crash is a financial event in which a rapid withdrawal of stock orders or sales leads to a sudden and drastic fall in prices.\u201d This drop is typically followed by a fast recovery, usually within the same day. However, it can still have steep consequences.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In 2010, a flash crash resulted in only partial rebounds for leading U.S. stock indices like the Dow Jones Industrial Average, S&amp;P 500, and Nasdaq Composite Index. The trading was described as \u201cextremely turbulent,\u201d with many losses not fully recovered. By the end of the day, even with more than half of the losses accounted for, it\u2019s estimated that <\/span><a href=\"https:\/\/corporatefinanceinstitute.com\/resources\/equities\/2010-flash-crash\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">this singular incident diminished the market value by around $1 trillion<\/span><\/a><span data-contrast=\"auto\">.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Regulatory Challenges<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Once again, speed becomes a problem when the rapid evolution of AI in finance often outpaces regulatory frameworks. This disparate situation can lead to gaps in oversight that can yield potential issues that may or may not be easily resolved.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Dependency on Technology<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Technology should complement human capabilities and contributions, not run the whole show. Increased reliance on AI systems makes financial institutions more vulnerable to technical glitches, system outages, and cyberattacks. This is another reason why people are still relevant\u2014to keep an eye on what\u2019s happening.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Human intervention is still needed to tend to business appropriately. It should be a two-way street and not either-or.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h2 aria-level=\"3\"><span data-contrast=\"none\">Feedback Loops<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">When something\u2019s trending, everyone wants a part in it. However, with AI, conformity can be a problem. Many financial institutions might react similarly to certain market conditions using similar AI models and data sources. In turn, this can amplify market trends and potentially destabilize financial systems.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h1 aria-level=\"2\"><span data-contrast=\"none\">AI Requires Baby Steps When It Comes to Money Markets<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h1>\n<p><span data-contrast=\"auto\">Despite the risks, the benefits of AI are clear. Today\u2019s world requires digital change to stay competitive. Consumers expect it, so it\u2019s essential to deliver. However, regarding the finance industry, Harvard Business Review (HBR) asserts that this <\/span><a href=\"https:\/\/hbr.org\/2023\/08\/what-the-finance-industry-tells-us-about-the-future-of-ai\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">change may be more \u201cincremental\u2026 rather than transformational<\/span><\/a><span data-contrast=\"auto\">.\u201d\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The finance industry is a guinea pig of sorts when it comes to realizing AI\u2019s overall influence versus its inherent limits. According to the HBR article, financial institutions often invest in technology and data resources ahead of other industries, providing use cases that may prove helpful in understanding how AI can best assist its human predecessors. And while AI has wielded its transformative powers in some areas of finance, humans are still most effective in others.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Asset management is one area where AI can shine, replacing active fund managers with passive ones. Over just eight years, that ratio has risen from 0.6 to 1.2, per the 2023 publication. The reason is the difference in the speed at which large amounts of data can be sifted through to retain a competitive advantage. Passive fund managers have shown that saving money (valued at one-tenth the cost) is possible while making fast decisions equating to strategies like active fund managers.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In addition, due to the ebb and flow of data, short-term strategies can beat out long-term investment decisions when that data can be extracted and analyzed daily or by the hour. In other words, people no longer need to make one-off decisions with their investments and can change as quickly as the market demands, leading to a more controlled, real-time approach to a person\u2019s finances.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">However, the need to take it slow hinges on discussing hard versus soft data, according to HBR. Both are important when making fully informed decisions in finance. AI is excellent at managing hard data that moves quickly, like real-time credit transactions or stock price fluctuations. However, soft data that requires more human intellect or reflective judgment shouldn\u2019t be discounted regarding money handling.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The same applies to accounting, where AI is starting to make strides. However, it still has its limits, specifically with <\/span><a href=\"https:\/\/www.thomsonreuters.com\/en-us\/posts\/tax-and-accounting\/ai-retail-tax-accounting\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">account reconciliation<\/span><\/a><span data-contrast=\"auto\"> for businesses where revenues are rampant online, according to a 2023 publication by Thomson Reuters. Most of AI\u2019s success in this and other areas where the technology is still learning depends on the information we supply. If that data is lacking in some way or highly unstructured, it\u2019s more difficult for AI to make sense of it and formulate it into a rule. Likewise, per the publication, \u201ca universal ChatGPT-style AI solution\u2026 isn\u2019t on the immediate horizon\u201d for tax and accounting sectors or many finance sectors, generally.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Therefore, balance is critical in financial services powered by AI\u2014knowing where and when to invest in AI technologies that boost a financial institution\u2019s potential rather than hinder it. The catch is to provide optimal AI-powered services for clients while not eliminating the human connection that\u2019s imperative to build trust with customers dealing with delicate decisions about wealth management. Digital disruption has become the norm, but its inevitability doesn\u2019t mean skipping out on personalization and functionality, which are key to increased and continued engagement.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The necessary equilibrium likely varies from one financial institution to the next, but discovering what it is can be a game changer for any company\u2019s bottom line.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h1 aria-level=\"2\"><span data-contrast=\"none\">Oxford Can Help\u00a0<\/span><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:40,&quot;335559739&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h1>\n<p><span data-contrast=\"auto\">Forbes reported that <\/span><a href=\"https:\/\/towardsdatascience.com\/the-growing-impact-of-ai-in-financial-services-six-examples-da386c0301b2\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">65% of senior financial management acknowledged that AI-powered financial services could inspire positive change<\/span><\/a><span data-contrast=\"auto\">. However, many companies are still hesitant to make the shift. A lot of indecision, uncertainty, reluctance, or apathy could be due to the risk of the unknown. This is where Oxford comes in.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">We have the knowledge and expertise to get you up and going. AI implementation doesn\u2019t have to be complicated, nor does it need to be filled with fear of the unfamiliar. We can walk you through the process, remaining with you <\/span><a href=\"https:\/\/www.oxfordcorp.com\/finding-solutions-the-oxford-way-were-with-you-every-step-of-the-way\/\"><span data-contrast=\"none\">every step of the way<\/span><\/a><span data-contrast=\"auto\">.\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">We have pre-vetted candidates to deliver <\/span><a href=\"https:\/\/www.oxfordcorp.com\/who-do-you-want-working-with-you-oxford-supplies-the-right-talent-right-nowr\/\"><span data-contrast=\"none\">The Right Talent. Right Now<\/span><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Let\u2019s start revamping how you handle your customers\u2019 finances using AI-powered financial services. We will help you stay one step ahead of the competition with both feet in the future, always looking forward. We believe in what\u2019s coming\u2014let us help you get there.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233279&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI and Big Data are transforming the financial services industry. As the technology evolves, your business should be prepared to evolve, too.<\/p>\n","protected":false},"author":9,"featured_media":25840,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[183],"tags":[252],"category-tag":[],"class_list":["post-25839","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-financial-services-insurance"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Transforming Finance: The AI and Big Data Revolution - Oxford Global Resources<\/title>\n<meta name=\"description\" content=\"AI and Big Data are transforming the financial services industry. 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