{"id":82588,"date":"2022-07-01T09:42:26","date_gmt":"2022-07-01T09:42:26","guid":{"rendered":"https:\/\/skymall.dikonia.in\/?p=82588"},"modified":"2024-11-12T17:24:15","modified_gmt":"2024-11-12T17:24:15","slug":"what-is-artificial-intelligence-in-finance","status":"publish","type":"post","link":"https:\/\/skymall.dikonia.in\/index.php\/2022\/07\/01\/what-is-artificial-intelligence-in-finance\/","title":{"rendered":"What Is Artificial Intelligence in Finance?"},"content":{"rendered":"<p><img decoding=\"async\" src=\"data:image\/jpeg;base64,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\" width=\"607px\" alt=\"ai in finance\"\/><\/p>\n<p><p>In the initial stages, it can extract relevant financial information from various data sources. It can then clean and process financial data by identifying errors, inconsistencies, or missing values and notifying finance staff of the areas needing attention. Effective cash flow management always ranks high on the priority list of CFOs and their teams, and AI is proving to be a valuable tool in cash flow optimization. Due to the large amounts of data required, most finance professionals need more than a day to <a href=\"https:\/\/www.adprun.net\/how-to-calculate-the-provision-for-income-taxes-on\/\">how to calculate the provision for income taxes on an income statement<\/a> build a consolidated view of their cash and liquidity. And even then, forecasts can include errors and be quickly rendered obsolete.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='563' height='311' src='https:\/\/www.youtube.com\/embed\/WsO9yVNMErw' frameborder='0' alt='ai in finance' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><h2>Digital<\/h2>\n<\/p>\n<p><p>The company has more than a dozen offices around the globe serving customers in industries like banking, insurance and higher education. The use of AI in finance creates potential risks for institutions, including biased or flawed AI model results, data breaches, cyber-attacks and fraud, which can cause financial losses and reputational damages eroding consumer trust. A major reason that AI is taking off now, and is accessible to such a broad base of companies, is because of today\u2019s cloud-based AI platforms. Those two factors make it very hard to \u201cbuy AI\u201d and run it in an organization\u2019s own data center. Cloud computing platforms provide scalable infrastructure and resources for deploying and running AI applications, so companies pay for capabilities they need and enjoy updates without the need for patching and software updates. For companies that use cloud-based ERP systems, the incentive to use AI technology from the same cloud is substantial.<\/p>\n<\/p>\n<p><p>Giving finance staff increased understanding of AI will also be critical in ensuring the proper security, controls, and appropriate use of the technology. Companies can also use AI to automate approval workflows, flagging only the expenses that need the finance team\u2019s review based on predetermined rules, promoting a \u201cmanage-by-exception\u201d culture. AI-enabled expense assistants are also becoming more common, helping employees by automatically categorizing expenses, populating and filing the required documentation for each, and providing guidance around a company\u2019s compliance policy. For employees, meeting expense policy rules by manually collecting receipts, filling out forms, and submitting expense reports is arduous and error prone. And finance teams can\u2019t manually review every expense to ensure that all spend is compliant.<\/p>\n<\/p>\n<p><img decoding=\"async\" src=\"data:image\/jpg;base64,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\" width=\"606px\" alt=\"ai in finance\"\/><\/p>\n<p><p>An organization, for instance, could use a centralized approach for risk, technology architecture, and partnership choices, while going with a more federated design for strategic decision making and execution. It\u2019s the schools, the churches, the sports teams, and definitely the businesses. I\u2019ve got a total soft spot for small businesses, particularly those started and owned by women and nonbinary people, where the founder is everything to the business\u2014CEO, general counsel, CMO, CFO. There is so much to be done, and marketing tends to be one of the places that really can make or break that business.<\/p>\n<\/p>\n<p><h2>How Is AI Transforming Finance? AI in Finance Use Cases<\/h2>\n<\/p>\n<p><p>The widespread use of AI could introduce new sources and channels of systemic risk transmission (e.g. interconnectedness, herding behaviour, procyclicality, third party dependency). Financial institutions&#8217; reliance on cloud services and third-party providers creates concentration risks, where a failure could impact financial stability. As the use of AI models and data grows, certain third-party providers may become critical, adding further risk. AI can help solve those problems by giving finance teams better insight into possible investment and cost saving opportunities, automating transactional work, generating needed data automatically, and  enhancing data visualization.<\/p>\n<\/p>\n<p><h2>Get the latest updates fromMIT Technology Review<\/h2>\n<\/p>\n<ol>\n<li>The use of AI, including Machine Learning (ML) and Generative AI (GenAI), is growing rapidly in finance, offering opportunities to boost efficiency and create value.<\/li>\n<li>Financial firms are finding tremendous value in automation, and in particular robotic process automation.<\/li>\n<li>NLP can even facilitate document management, automatically classifying documents based on predetermined criteria.<\/li>\n<li>AI is being used in finance to automate manual tasks, such as inputting invoices, tracking receivables, and logging payment transactions so employees are free to focus on value-added strategic work.<\/li>\n<li>Elevate your teams\u2019 skills and reinvent how your business works with artificial intelligence.<\/li>\n<\/ol>\n<p><p>AI is also being adopted in asset management and securities, including portfolio management, trading, and risk analysis. The dynamic landscape of gen AI in banking demands a strategic approach to operating models. Banks and other financial institutions should balance speed and innovation with risk, adapting their structures to harness the technology\u2019s full potential. As financial-services companies navigate this journey, the strategies outlined in this article can serve as a guide to aligning their gen AI initiatives with strategic goals for maximum impact. Scaling isn\u2019t easy, and institutions should make a push to bring gen AI solutions to market with the appropriate operating model before they can reap the nascent technology\u2019s full  benefits.<\/p>\n<\/p>\n<p><h2>Featured data<\/h2>\n<\/p>\n<p><p>Without central oversight, pilot use cases can get stuck in silos and scaling becomes much more difficult. Looking at the financial-services industry specifically, we have observed that financial institutions using a centrally led gen AI operating model are reaping the biggest rewards. As the technology matures, the pendulum will likely swing toward a more federated approach, but so far, centralization has brought the best results. For example, many previously manual and document-based processes at banks required handling and processing of customer identity documents. With software automation systems, customers can securely upload identity documents to a web-based location.<\/p>\n<\/p>\n<p><p>AI is a powerful way to accelerate expense management and remove some of its complexity. For instance, optical character recognition (OCR)\u2014a form of AI that can scan handwritten, printed, or images of text, extract the relevant information, and digitize it\u2014can help with receipt processing and expense entry. OCR will scan uploaded receipts and invoices to automatically populate expense report fields, such as merchant name, date, and total amount. A financial institution can draw insights from the details explored in this article, decide how much to centralize the various components of its gen AI operating model, and tailor its approach to its own structure and culture.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='563' height='318' src='https:\/\/www.youtube.com\/embed\/zpWb8lOC1F0' frameborder='0' alt='ai in finance' allowfullscreen><\/iframe><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In the initial stages, it can extract relevant financial information from various data sources. It can then clean and process financial data by identifying errors, inconsistencies, or missing values and notifying finance staff of the areas needing attention. Effective cash flow management always ranks high on the priority list of CFOs and their teams, and&hellip; <a class=\"more-link\" href=\"https:\/\/skymall.dikonia.in\/index.php\/2022\/07\/01\/what-is-artificial-intelligence-in-finance\/\">Continue reading <span class=\"screen-reader-text\">What Is Artificial Intelligence in Finance?<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[],"_links":{"self":[{"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/posts\/82588"}],"collection":[{"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/comments?post=82588"}],"version-history":[{"count":1,"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/posts\/82588\/revisions"}],"predecessor-version":[{"id":82589,"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/posts\/82588\/revisions\/82589"}],"wp:attachment":[{"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/media?parent=82588"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/categories?post=82588"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skymall.dikonia.in\/index.php\/wp-json\/wp\/v2\/tags?post=82588"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}