{"id":3040,"date":"2023-07-10T10:00:00","date_gmt":"2023-07-10T17:00:00","guid":{"rendered":""},"modified":"2026-04-09T08:57:11","modified_gmt":"2026-04-09T15:57:11","slug":"the-era-of-generative-ai-driving-transformation-in-capital-markets","status":"publish","type":"ms-industry","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-cloud\/blog\/capital-markets\/2023\/07\/10\/the-era-of-generative-ai-driving-transformation-in-capital-markets\/","title":{"rendered":"The era of generative AI: Driving transformation in capital markets"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">It\u2019s the dawn of a new era in capital markets. The excitement from our industry ecosystem is almost palpable, unlike any other response to new and emerging technologies that we have witnessed in the last couple of decades. And it\u2019s not as though capital markets firms are unfamiliar with AI. Traditional AI\u2014that is, what we\u2019re now calling AI-based solutions before the arrival of generative AI\u2014has seen sophisticated adoption across the industry value chain for several years. But the new era of generative AI is different, and the promise is huge, primarily due to the perceived potential of <em>generation<\/em>, as the name suggests.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In this blog\u2014the third in a series following Bill Borden\u2019s post on <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/financial-services\/2023\/05\/04\/the-era-of-generative-ai-driving-transformation-in-banking\/\">generative AI in banking<\/a> and Sasha Sanyal\u2019s <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/financial-services\/2023\/06\/06\/the-era-of-generative-ai-driving-transformation-in-insurance\/\">perspective for insurance<\/a>\u2014I\u2019d like to share our perspectives on generative AI garnered from our work with capital markets clients in recent months as they seek answers to essential questions, such as: What are the benefits and key use cases? What are the current constraints? Are my firm and my data protected? How do I even get started?<\/p>\n\n\n\n<div class=\"alignwide is-style-inline wp-block-bloginabox-theme-promotional\">\n\t\n<div class=\"promotional promotional--has-media promotional--media-right\">\n\t<div class=\"promotional__wrapper\">\n\t\t<div class=\"promotional__content-wrapper\">\n\t\t\t<div class=\"promotional__content\">\n\t\t\t\t<h2 class=\"wp-block-heading\">Reimagine capital markets firms<\/h2><p class=\"wp-block-paragraph\">Enabling capital markets firms with a modern cloud platform to drive agility and growth.<\/p><div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button is-full-width-on-mobile\"><a data-bi-an=\"Global CTA\" data-bi-ct=\"cta link\" data-bi-id=\"cta-block\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/financial-services\/capital-markets?rtc=1\">Discover more<\/a><\/div><\/div>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"promotional__media-wrapper\">\n\t\t\t\t<div class=\"promotional__media\">\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/2023\/01\/iStock-1358050964.jpg\" alt=\"\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the-promise-of-generative-ai-across-the-capital-markets-value-chain\">The promise of generative AI across the capital markets value chain<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We are still in the early days, but the momentum across the board has been fascinating. A recent report by McKinsey illustrates that the technology could deliver value equal to an additional USD200 billion to USD340 billion annually if the use cases are fully implemented within the banking industry. There is also potential for double-digit percentage efficiency gains as it gets to deployment and scale for certain scenarios.<sup>1<\/sup><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Just in the last few weeks there have been several news articles covering innovative examples of firms prioritizing AI to support internal and client objectives, such as: JP Morgan for trading signals (<a href=\"https:\/\/interestingengineering.com\/innovation\/jp-morgan-ai-analyze-fed-speeches\" target=\"_blank\" rel=\"noreferrer noopener\">Interesting Engineering<\/a>); Goldman Sachs for powering insights (<a href=\"https:\/\/www.wsj.com\/articles\/goldman-sachs-cio-tests-generative-ai-886b5a4b?mod=djemCIO\" target=\"_blank\" rel=\"noreferrer noopener\">Wall Street Journal<\/a>); Morgan Stanley for unlocking the knowledge base for wealth management (<a href=\"https:\/\/openai.com\/customer-stories\/morgan-stanley\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI.com<\/a>); and State Street for its potential to revolutionize the firm (<a href=\"https:\/\/www.forbes.com\/sites\/petercohan\/2023\/06\/21\/how-generative-ai-could-revolutionize-state-street\/?sh=3895ca36401f\" target=\"_blank\" rel=\"noreferrer noopener\">Forbes<\/a>). A news report from Bloomberg (courtesy&nbsp;<a href=\"https:\/\/www.wealthmanagement.com\/technology\/wall-street-banks-are-using-ai-rewire-world-finance\" target=\"_blank\" rel=\"noreferrer noopener\">Wealth Management<\/a>) lists several other examples of Wall Street firms that are considering using AI to rewire the world of finance.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A recent survey by KPMG highlighted that, across industries, more than three-quarters of executives (77 percent) see generative AI as by far the most impactful emerging technology they will use, and 71 percent plan to implement their first generative AI solution within two years. And more than three-quarters of financial services executives see opportunities to power fraud detection, risk management, and client experiences.<sup>2<\/sup><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the-art-of-the-possible-for-generative-ai-in-capital-markets\">The art of the possible for generative AI in capital markets<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Consider, for example, a typical \u201cday-in-the-life\u201d for key roles in a global markets firm, depicted as follows:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/wp-content\/uploads\/2023\/07\/FSI_Cap-Market-Graphic_blog_7-7-23.png\" alt=\"\" class=\"wp-image-110098\"\/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\">Starting with the<strong> front office<\/strong>, at the genesis of the trade, content generation can be employed to draft pitchbooks and facilitate credit reviews. Semantic search can help clients and representatives find better and more accurate insights from vast amounts of research data. And summarization techniques can instantly produce highly accurate reports of client interactions, augmented with sentiment analysis and signal intelligence\u2014all of which can be instrumental in building strategies that address client, portfolio, and internal parameters.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Through trade support and intraday book management in the <strong>middle office<\/strong>, early detection of exceptions can reduce negative impacts and false positives; trade notifications can be optimized; and firms can implement enhanced position monitoring, outlining regulatory impacts and analyzing investment valuations or environmental, social, and governance (ESG) factors.<\/li>\n\n\n\n<li class=\"wp-block-list-item\">Finally, in the<strong> back office <\/strong>and <strong>executive functions<\/strong>, firms can benefit from enhanced reporting to improve decision-making through increased speed and relevance both internally (to adjust strategy and for remediation) and externally (to improve client experience and regulatory reporting).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"driving-ai-innovation-with-solutions-from-microsoft\">Driving AI innovation with solutions from Microsoft<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">To light up scenarios such as these for their businesses, many capital markets firms are exploring the compelling capabilities of Microsoft offerings such as <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/microsoft-365\/blog\/2023\/05\/09\/introducing-the-microsoft-365-copilot-early-access-program-and-new-capabilities-in-copilot\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft 365 Copilot<\/a> and <a href=\"https:\/\/azure.microsoft.com\/products\/cognitive-services\/openai-service\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Azure OpenAI Service<\/a>, which combines advanced foundational models from OpenAI with the enterprise capabilities of Azure. Helping them build powerful new generative AI solutions, such as customized copilots and chatbots, is <a href=\"https:\/\/azure.microsoft.com\/en-us\/blog\/build-next-generation-ai-powered-applications-on-microsoft-azure\/\" target=\"_blank\" rel=\"noreferrer noopener\">Azure AI Studio<\/a>, a new Azure OpenAI capability announced recently. Azure AI Studio makes it easier to create AI models using a company\u2019s own private data while maintaining control, compliance, privacy, and security. What\u2019s more, to protect their data, firms can rely on the <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/security\/business\/solutions\/information-protection\" target=\"_blank\" rel=\"noreferrer noopener\">enterprise-grade security of the Microsoft Cloud<\/a>, as well as capabilities such as those provided by <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/security\/business\/microsoft-purview\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Purview<\/a> for robust information protection, governance, and compliance\u2014critical capabilities for our clients, who are operating in the most regulated markets.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"responsible-ai-by-design-helping-capital-markets-firms-adopt-generative-ai\">Responsible AI by design: Helping capital markets firms adopt generative AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">As next-generation AI innovation gains momentum, we are optimistic about what it can do for people, industry, and society. Microsoft advancements in AI are grounded in our company mission to help every person and organization on the planet to achieve more. We\u2019re committed to making the promise of AI real\u2014and doing it responsibly. Our approach to AI is based on three principles: meaningful innovation, empowering people and organizations, and responsibility.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Accordingly, we\u2019re dedicated to the responsible development of AI systems for the industry, ensuring they will function as intended and be used in ways that earn trust. We were one of the first major technology companies to call for thoughtful government regulation on facial recognition technology and are committed to <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/ai\/responsible-ai?rtc=1&amp;activetab=pivot1:primaryr6\" target=\"_blank\" rel=\"noreferrer noopener\">creating responsible AI<\/a> by design through our responsible AI standard. For more information, see \u201c<a href=\"https:\/\/news.microsoft.com\/source\/features\/ai\/microsoft-approach-to-ai\/#using-ai-responsibly\" target=\"_blank\" rel=\"noreferrer noopener\">What is Microsoft\u2019s Approach to AI?<\/a>\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"capital-markets-firms-building-new-ai-solutions-with-microsoft\">Capital markets firms building new AI solutions with Microsoft<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The value of AI is fast evolving. We are already seeing firms making noteworthy progress in early innovations on the Microsoft Cloud\u2014such as Swift, which is <a href=\"https:\/\/customers.microsoft.com\/en-US\/story\/1637929534319366070-swift-banking-capital-markets-azure-machine-learning\" target=\"_blank\" rel=\"noreferrer noopener\">building an anomaly detection model<\/a> to reduce financial crime, and Morningstar, which has <a href=\"https:\/\/newsroom.morningstar.com\/newsroom\/news-archive\/press-release-details\/2023\/Mo-an-AI-Chatbot-Powered-by-Morningstar-Intelligence-Engine-Debuts-in-Morningstar-Platforms\/default.aspx\" target=\"_blank\" rel=\"noreferrer noopener\">built a new chatbot<\/a> to surface and summarize their independent insights in a conversational format for investors and investment professionals.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Also, <a href=\"https:\/\/news.microsoft.com\/2023\/06\/29\/moodys-and-microsoft-develop-enhanced-risk-data-analytics-research-and-collaboration-solutions-powered-by-generative-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Moody\u2019s has just announced<\/a> a set of next-generation data, analytics, research, collaboration, and risk solutions as part of a strategic partnership with Microsoft. This includes an internal copilot that incorporates Moody\u2019s proprietary data, analytics, and research, and will be used by the firm\u2019s 14,000 global employees.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-s-next-for-capital-markets-and-ai\">What\u2019s next for capital markets and AI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">With generative AI, we anticipate an incredible wave of innovation in capital markets that will not only transform how firms operate but also open new markets and revenue opportunities. It will comprise elements such as the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\"><strong>Creating compelling experiences with copilots<\/strong>. New and existing applications will begin to incorporate generative AI with copilots likely to become indispensable to employees\u2019 and clients\u2019 day-to-day experiences. The copilot will be there to support them and work under their direction, with the human in charge.&nbsp;&nbsp;<\/li>\n\n\n\n<li class=\"wp-block-list-item\"><strong>Driving greater business impact with data<\/strong>. AI is expected to revolutionize the process of transforming data into insight and action. As a result, it promises to free employees to focus more on delivering value to their businesses and clients.&nbsp;<\/li>\n\n\n\n<li class=\"wp-block-list-item\"><strong>Enabling more sophisticated use cases<\/strong>.<strong> <\/strong>Plug-ins will also be key to the capital markets industry as developers and independent software vendors (ISVs) seek to provide solutions to augment large language models targeting use cases such as quantitative analysis.&nbsp;<\/li>\n\n\n\n<li class=\"wp-block-list-item\"><strong>Diversifying the client base and creating new revenue streams<\/strong>.&nbsp;By democratizing new ways of working with data and related services, firms can develop opportunities to deliver value-added solutions to new and mass markets.<\/li>\n\n\n\n<li class=\"wp-block-list-item\"><strong>Realizing business value compliantly<\/strong>.&nbsp;With the help of soon-to-be-available tools such as Microsoft\u2019s&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/ai\/ai-lab-responsible-ai-dashboard\" target=\"_blank\" rel=\"noreferrer noopener\">Responsible AI Dashboard<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/cognitive-services\/ai-content-safety\" target=\"_blank\" rel=\"noreferrer noopener\">Azure AI Content Safety<\/a>, firms will be able to build on their early trials and move to production by establishing appropriate guardrails needed to comply with internal and regulatory requirements.<\/li>\n\n\n\n<li class=\"wp-block-list-item\"><strong>Innovating with text <em>and<\/em> image inputs<\/strong>. As we look even farther out on the horizon, we are excited to see how capital markets firms will take advantage of new multimodal model capabilities, whereby image and text inputs drive text outputs. Being able to reason over documents with text and images, diagrams, or screenshots and return insightful text responses could yield tremendous innovation in an industry where visualizations are so prevalent in representing data, trends, facts, and forecasts. &nbsp;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Whatever your starting point or your ambition, our recommendation is to use a \u201ccrawl-walk-run\u201d approach and framework, working with Microsoft and our partners\u2014and think of generative AI as a way to deliver incremental gains from operating efficiencies to start with, evolving to more transformative plays over time.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"learn-more-and-join-the-revolution\">Learn more\u2014and join the revolution<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">There is much more to come, as firms across the industry continue their AI journeys and Microsoft delivers more new products and services. <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/financial-services\/capital-markets\/?sort-by=newest-oldest&amp;date=any\">Watch this space<\/a> in the coming months for more blog posts where I\u2019ll share our new learning and insights.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the meantime, to learn more about how capital markets firms can unlock business value, deepen client relationships, and manage risk with AI and the Microsoft Cloud, <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/financial-services\/capital-markets?rtc=1\">visit our website<\/a> or get in touch with your Microsoft sales representative, <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Finally, learn more about the era of generative AI across the financial services industry by reading other posts in this series:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/financial-services\/2023\/05\/04\/the-era-of-generative-ai-driving-transformation-in-banking\/\">The era of generative AI: Driving transformation in banking<\/a><\/li>\n\n\n\n<li class=\"wp-block-list-item\"><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/industry\/blog\/financial-services\/2023\/06\/06\/the-era-of-generative-ai-driving-transformation-in-insurance\/\">The era of generative AI: Driving transformation in insurance<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><sup>1<\/sup> <a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier?cid=soc-web#business-value\" target=\"_blank\" rel=\"noreferrer noopener\">McKinsey, The economic potential of generative AI: The next productivity frontier, June 14, 2023<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><sup>2<\/sup> KPMG, Generative AI: From buzz to business value, May 2023.<a id=\"_msocom_5\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>It\u2019s the dawn of a new era in capital markets. We share our perspectives on generative AI garnered from our work with capital markets clients in recent months as they seek answers to essential questions.<\/p>\n","protected":false},"author":0,"featured_media":10603,"template":"","categories":[1472,1156],"tags":[1464,1466,146],"content-type":[118],"job-function":[],"coauthors":[1494],"class_list":["post-3040","ms-industry","type-ms-industry","status-publish","has-post-thumbnail","hentry","category-capital-markets","category-financial-services","tag-azure","tag-copilot","tag-generative-ai","content-type-thought-leadership"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The era of generative AI: Driving transformation in capital markets | The Microsoft Cloud Blog<\/title>\n<meta name=\"description\" content=\"It\u2019s the dawn of a new era in capital markets. 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