{"id":533830,"date":"2021-09-02T08:34:07","date_gmt":"2021-09-02T12:34:07","guid":{"rendered":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/"},"modified":"2021-09-02T08:34:07","modified_gmt":"2021-09-02T12:34:07","slug":"bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis","status":"publish","type":"post","link":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/","title":{"rendered":"BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis"},"content":{"rendered":"<div class=\"xn-newslines\">\n<p class=\"xn-distributor\">PR Newswire<\/p>\n<\/p><\/div>\n<div class=\"xn-content\">\n<ul type=\"disc\">\n<li>\n          <i>BMO working with Riskfuel Analytics to help clients make faster, better investment decisions<\/i>\u00a0 <\/li>\n<li>\n          <i>Successful pilot leveraged deep learning and fast neural nets to speed up valuation and pricing process<\/i>\u00a0<\/li>\n<\/ul>\n<p>\n        <span class=\"xn-location\">TORONTO<\/span>, <span class=\"xn-chron\">Sept. 2, 2021<\/span> \/PRNewswire\/ &#8211;\u00a0BMO Financial Group (TSX: BMO) (NYSE: BMO) and\u00a0Riskfuel\u00a0Analytics a <span class=\"xn-location\">Toronto<\/span>-based start-up, today announced a partnership to develop models for pricing and scenario analysis of structured derivatives transactions. This comes following a successful pilot project, which saw quantitative researchers from both firms develop a solution to speed up valuation of\u00a0autocallable\u00a0notes which previously presented significant runtime challenges when priced using traditional valuation methodologies.\u00a0\u00a0<\/p>\n<p>&#8220;Structured notes are traditionally priced using slow numerical techniques that simulate an extremely large number of possible future states of the financial markets,&#8221; said <span class=\"xn-person\">Ryan Ferguson<\/span>, founder and CEO of\u00a0Riskfuel. &#8220;Riskfuel\u00a0uses Deep Learning to replace these slow simulators with very fast neural nets. We are excited to be working with BMO on making production-ready versions of such models.&#8221;\u00a0<\/p>\n<p>As an early adopter of this technology for front office pricing,\u00a0BMO&#8217;s partnership with Riskfuel Analytics adds to its track record as an innovator in Capital Markets,\u00a0employing\u00a0AI to improve the client experience and operational efficiency simultaneously. Working with\u00a0Riskfuel\u00a0will reduce reliance on slow\u00a0and expensive financial models to calculate pricing and risks of structured products.\u00a0<\/p>\n<p>&#8220;Riskfuel\u00a0has delivered a cutting-edge proof of concept that promises the most significant step forward in quantitative finance in a generation.\u00a0Removing the runtime hurdle opens the door for significant advancements in accuracy and realism of structured notes pricing models,&#8221; said <span class=\"xn-person\">Graham Wells<\/span>, Managing Director and Head of Equity Quantitative Modeling in Global Markets Engineering, BMO Financial Group.\u00a0<\/p>\n<p>&#8220;Riskfuel&#8217;s leading tools and expertise will help us expand our client base, drive higher trade flows, generate new risk insights and lead to better product design and selection. This partnership is enabling us to assist our clients with more complex hedging strategies and, with\u00a0accelerated pricing and analysis,\u00a0help our clients make faster, smarter investment decisions,&#8221; said <span class=\"xn-person\">Lucas Caliri<\/span>, Managing Director and Head of Cross Asset Solutions, BMO Financial Group. <\/p>\n<p>BMO continues to make bold moves to drive its digital first transformation, relentlessly innovating across its entire business &#8212; from product, service, and platform design, to ensuring a scalable agile foundation across the bank, to developing solutions that meet client needs. This includes the dramatic acceleration of self-service, creating common cross channel experiences, the elimination of manual processes and a strong focus on technology in all our businesses, including BMO Capital Markets. BMO Capital Markets&#8217; 2020 acquisition of\u00a0Clearpool, a <span class=\"xn-location\">New York<\/span>-based electronic trading platform, has established BMO as a leader in electronic trading.\u00a0<\/p>\n<p>\n        <b>About Riskfuel<br \/><\/b>Riskfuel builds AI solutions to accelerate valuation and risk sensitivity calculations. Founded in 2019 by capital markets experts, the company provides valuation solutions to banks and insurance companies in <span class=\"xn-location\">North America<\/span> and <span class=\"xn-location\">Europe<\/span> with use cases covering XVA, Risk, and Front Office analytics.\u00a0For more information about Riskfuel, click <a target=\"_blank\" href=\"https:\/\/c212.net\/c\/link\/?t=0&amp;l=en&amp;o=3278276-1&amp;h=816674717&amp;u=https%3A%2F%2Friskfuel.com%2F&amp;a=here\" rel=\"nofollow noopener\">here<\/a>.<\/p>\n<p>\n        <b>About BMO Financial Group<br \/><\/b>Serving customers for 200 years and counting, BMO is a highly diversified financial services provider &#8211; the 8th largest bank, by assets, in\u00a0North America. With total assets of\u00a0$971 billion\u00a0as of\u00a0July 31, 2021, and a team of diverse and highly engaged employees, BMO provides a broad range of personal and commercial banking, wealth management and investment banking products and services to more than 12 million customers and conducts business through three operating groups: Personal and Commercial Banking, BMO Wealth Management and BMO Capital Markets.<\/p>\n<p id=\"PURL\">\n        <img loading=\"lazy\" decoding=\"async\" title=\"Cision\" width=\"12\" height=\"12\" alt=\"Cision\" src=\"https:\/\/c212.net\/c\/img\/favicon.png?sn=TO94355&amp;sd=2021-09-02\" \/> View original content:<a id=\"PRNURL\" rel=\"nofollow noopener\" href=\"https:\/\/www.prnewswire.com\/news-releases\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis-301368132.html\" target=\"_blank\">https:\/\/www.prnewswire.com\/news-releases\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis-301368132.html<\/a><\/p>\n<p>SOURCE  BMO Financial Group<\/p>\n<\/p><\/div>\n<p>    <img decoding=\"async\" alt=\"\" src=\"https:\/\/rt.prnewswire.com\/rt.gif?NewsItemId=TO94355&amp;Transmission_Id=202109020830PR_NEWS_USPR_____TO94355&amp;DateId=20210902\" style=\"border:0px;width:1px;height:1px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>PR Newswire BMO working with Riskfuel Analytics to help clients make faster, better investment decisions\u00a0 Successful pilot leveraged deep learning and fast neural nets to speed up valuation and pricing process\u00a0 TORONTO, Sept. 2, 2021 \/PRNewswire\/ &#8211;\u00a0BMO Financial Group (TSX: BMO) (NYSE: BMO) and\u00a0Riskfuel\u00a0Analytics a Toronto-based start-up, today announced a partnership to develop models for pricing and scenario analysis of structured derivatives transactions. This comes following a successful pilot project, which saw quantitative researchers from both firms develop a solution to speed up valuation of\u00a0autocallable\u00a0notes which previously presented significant runtime challenges when priced using traditional valuation methodologies.\u00a0\u00a0 &#8220;Structured notes are traditionally priced using slow numerical techniques that simulate an extremely large number of possible future states of the financial markets,&#8221; &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-533830","post","type-post","status-publish","format-standard","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis - Market Newsdesk<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis - Market Newsdesk\" \/>\n<meta property=\"og:description\" content=\"PR Newswire BMO working with Riskfuel Analytics to help clients make faster, better investment decisions\u00a0 Successful pilot leveraged deep learning and fast neural nets to speed up valuation and pricing process\u00a0 TORONTO, Sept. 2, 2021 \/PRNewswire\/ &#8211;\u00a0BMO Financial Group (TSX: BMO) (NYSE: BMO) and\u00a0Riskfuel\u00a0Analytics a Toronto-based start-up, today announced a partnership to develop models for pricing and scenario analysis of structured derivatives transactions. This comes following a successful pilot project, which saw quantitative researchers from both firms develop a solution to speed up valuation of\u00a0autocallable\u00a0notes which previously presented significant runtime challenges when priced using traditional valuation methodologies.\u00a0\u00a0 &#8220;Structured notes are traditionally priced using slow numerical techniques that simulate an extremely large number of possible future states of the financial markets,&#8221; &hellip; Continue reading &quot;BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/\" \/>\n<meta property=\"og:site_name\" content=\"Market Newsdesk\" \/>\n<meta property=\"article:published_time\" content=\"2021-09-02T12:34:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/c212.net\/c\/img\/favicon.png?sn=TO94355&amp;sd=2021-09-02\" \/>\n<meta name=\"author\" content=\"Newsdesk\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Newsdesk\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\\\/\"},\"author\":{\"name\":\"Newsdesk\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/#\\\/schema\\\/person\\\/482f27a394d4fda80ecb5499e519d979\"},\"headline\":\"BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis\",\"datePublished\":\"2021-09-02T12:34:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\\\/\"},\"wordCount\":603,\"image\":{\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/c212.net\\\/c\\\/img\\\/favicon.png?sn=TO94355&amp;sd=2021-09-02\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\\\/\",\"url\":\"https:\\\/\\\/www.marketnewsdesk.com\\\/index.php\\\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\\\/\",\"name\":\"BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis - 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This comes following a successful pilot project, which saw quantitative researchers from both firms develop a solution to speed up valuation of\u00a0autocallable\u00a0notes which previously presented significant runtime challenges when priced using traditional valuation methodologies.\u00a0\u00a0 &#8220;Structured notes are traditionally priced using slow numerical techniques that simulate an extremely large number of possible future states of the financial markets,&#8221; &hellip; Continue reading \"BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis\"","og_url":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/","og_site_name":"Market Newsdesk","article_published_time":"2021-09-02T12:34:07+00:00","og_image":[{"url":"https:\/\/c212.net\/c\/img\/favicon.png?sn=TO94355&amp;sd=2021-09-02","type":"","width":"","height":""}],"author":"Newsdesk","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Newsdesk","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/#article","isPartOf":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/"},"author":{"name":"Newsdesk","@id":"https:\/\/www.marketnewsdesk.com\/#\/schema\/person\/482f27a394d4fda80ecb5499e519d979"},"headline":"BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis","datePublished":"2021-09-02T12:34:07+00:00","mainEntityOfPage":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/"},"wordCount":603,"image":{"@id":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/#primaryimage"},"thumbnailUrl":"https:\/\/c212.net\/c\/img\/favicon.png?sn=TO94355&amp;sd=2021-09-02","inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/","url":"https:\/\/www.marketnewsdesk.com\/index.php\/bmo-harnesses-ai-technology-for-capital-markets-structured-note-pricing-and-scenario-analysis\/","name":"BMO Harnesses AI Technology for Capital Markets Structured Note Pricing and Scenario Analysis - 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