{"id":13723,"date":"2026-04-20T06:00:00","date_gmt":"2026-04-20T13:00:00","guid":{"rendered":""},"modified":"2026-04-17T13:28:00","modified_gmt":"2026-04-17T20:28:00","slug":"reimagining-trade-finance-with-ai-a-collaborative-proof-of-concept-from-microsoft-anz-hsbc-and-lloyds","status":"publish","type":"ms-industry","link":"https:\/\/www.microsoft.com\/en-us\/microsoft-cloud\/blog\/financial-services\/2026\/04\/20\/reimagining-trade-finance-with-ai-a-collaborative-proof-of-concept-from-microsoft-anz-hsbc-and-lloyds\/","title":{"rendered":"Reimagining trade finance with AI: A collaborative proof of concept from Microsoft, ANZ, HSBC, and Lloyds"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Despite long-term efforts by banks and governments to embrace digital transformation, trade finance&nbsp;remains&nbsp;stubbornly mired in a paper-heavy past.&nbsp;With the&nbsp;rapid innovation and adoption of AI&nbsp;across the&nbsp;<a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/financial-services\" target=\"_blank\" rel=\"noreferrer noopener\">financial services&nbsp;industry<\/a>,&nbsp;this&nbsp;reality is beginning to&nbsp;change.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A&nbsp;glimpse&nbsp;of what the future&nbsp;may hold can be seen in&nbsp;a collaborative effort involving leading global banks and Microsoft. Specifically, a new prototype is demonstrating how agentic AI can solve longstanding problems while enabling more seamless, embedded client experiences.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">An average\u00a0international trade shipment can involve up to 50 separate documents exchanged between as many as 30 different\u00a0stakeholders.<sup>1<\/sup> The\u00a0result is an avalanche of paper. More than 4 billion documents\u202fare estimated to\u00a0move through the global trade system every\u00a0day,<sup>2<\/sup>\u00a0and only\u00a01-2% of these are handled digitally.<sup>1<\/sup><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Complicating matters, disconnected trade platforms and fragmented workflows often suffer from a reliance on paper and a slow adoption of data standards. Critical data, even when digitized, often needs to be manually rekeyed into disparate supply chain systems and bank platforms. This leads to delays, discrepancies, and persistent inefficiencies, creates a drag on financing, and introduces a broad range of risks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Simply converting paper to image or text is not enough to modernize trade finance processes. True transformation requires that data be structured, understood, and actionable.&nbsp;This is where the latest advancements in generative AI and large language models (LLMs\u2014systems trained on vast datasets&nbsp;to understand&nbsp;meaning&nbsp;and generate&nbsp;content&nbsp;that feels human) are poised to fundamentally change the game for global trade.<\/p>\n\n\n\n<div class=\"is-style-inline-centered wp-block-bloginabox-theme-promotional\">\n\t\n<div class=\"promotional promotional--innovation-dark\">\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\n\n<h2 class=\"wp-block-heading\" id=\"reimagine-trade-finance-with-genai\">Reimagine trade finance with GenAI<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">See how leading institutions are using GenAI to streamline trade finance and drive the shift from paper-based to digital platforms.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-default\"><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:\/\/www.youtube.com\/watch?v=gqT3URbyK2k\" target=\"_blank\" rel=\"noreferrer noopener\">Watch the video<\/a><\/div>\n<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"a-collaborative-proof-of-concept-to-streamline-data-exchange\">A collaborative\u00a0proof of concept\u00a0to streamline data exchange\u00a0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Working&nbsp;in partnership&nbsp;with&nbsp;<a href=\"https:\/\/www.anz.com\/institutional\/\" target=\"_blank\" rel=\"noreferrer noopener\">ANZ<\/a>,&nbsp;<a href=\"https:\/\/www.business.hsbc.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">HSBC<\/a>, and&nbsp;<a href=\"https:\/\/www.lloydsbank.com\/business\/corporate-banking\/home.html\" target=\"_blank\" rel=\"noreferrer noopener\">Lloyds<\/a>, Microsoft has built&nbsp;a&nbsp;technology&nbsp;proof-of-concept (POC)&nbsp;solution&nbsp;that&nbsp;demonstrates&nbsp;how&nbsp;AI agents, powered by&nbsp;LLMs,&nbsp;hold the potential to&nbsp;transform&nbsp;trade workflows.&nbsp;The&nbsp;prototype&nbsp;demonstrates&nbsp;how AI can be&nbsp;embedded&nbsp;directly into ERP systems to extract,&nbsp;validate, and&nbsp;digitally&nbsp;transmit&nbsp;structured&nbsp;trade data&nbsp;to banks, enabling seamless, standards-based integration.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Demonstrated at the Sibos 2025 conference in Frankfurt, Germany, the POC uses advanced AI and API technologies, together with the Key Trade Documents and Data Elements (KTDDE) framework developed by the International Chamber of Commerce\u2019s&nbsp;(ICC)&nbsp;Digital Standards Initiative (DSI), to&nbsp;help&nbsp;enable a decentralized, end-to-end data exchange based on standardized core data elements used across trade and trade finance documents.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The demo illustrates what \u201cagentic&nbsp;AI in the trade finance workflow\u201d can look like. The&nbsp;POC&nbsp;simulated&nbsp;a corporate seller&nbsp;receiving an MT700&nbsp;Letter of&nbsp;Credit (LC) message.&nbsp;An AI agent built on a generative AI model automatically parsed&nbsp;the LC,&nbsp;identified&nbsp;the&nbsp;key data elements&nbsp;(such as buyer and seller information, credit amount, shipment terms,&nbsp;and&nbsp;dates), and cross-checked&nbsp;them against the&nbsp;invoice and shipping data in the ERP.&nbsp;In the demo,&nbsp;the AI agent quickly&nbsp;detected&nbsp;data discrepancies across documents such as currency and amount and suggested&nbsp;a correction in natural language.&nbsp;Once verified, the data was transmitted securely to the bank.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Crucially, the POC also illustrated how treasury&nbsp;users can interact with the&nbsp;data in trade documents&nbsp;through&nbsp;a&nbsp;conversational AI&nbsp;interface.&nbsp;For example, a treasury manager could ask the AI agent questions like&nbsp;<em>\u201cIs this letter of credit compliant with the agreed terms?\u201d<\/em>&nbsp;and receive instant answers grounded in both ERP data and third-party trade documents. Data sources can extend to real-time market data such as foreign exchange (FX) and risk ratings to enable more complex treasury questions such as FX hedging and LC discounting.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This kind of&nbsp;agent-based interaction with enterprise data&nbsp;marks a breakthrough in usability. Instead of poring over documents or portal screens, stakeholders can simply ask questions and get&nbsp;AI-generated&nbsp;insights, dramatically speeding up decision-making in the trade process.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Because LLMs interpret documents&nbsp;with contextual&nbsp;understanding\u2014not just spotting keywords but grasping meaning and relationships\u2014AI agents can&nbsp;help surface&nbsp;subtle red flags, such as references to sanctioned entities or ambiguous descriptions of dual-use goods. By&nbsp;referencing regulatory frameworks such as EU&nbsp;dual-use&nbsp;export control laws, these agents can flag potential compliance risks early, enabling proactive intervention before a transaction&nbsp;proceeds.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By enabling direct,&nbsp;standards-aligned&nbsp;data exchange between corporates and banks, this&nbsp;kind of&nbsp;solution&nbsp;potentially&nbsp;helps&nbsp;to:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\"><strong>Reduce document discrepancies<\/strong>&nbsp;by&nbsp;validating&nbsp;data&nbsp;at&nbsp;the source.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\"><strong>Improve accuracy and auditability<\/strong>&nbsp;through structured, machine-readable data&nbsp;and end-to-end traceability.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\"><strong>Support&nbsp;standards-driven&nbsp;interoperability<\/strong>&nbsp;across ERP systems, bank platforms, and&nbsp;logistics&nbsp;networks.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\"><strong>Shorten time to funding&nbsp;<\/strong>by&nbsp;eliminating&nbsp;paper dependencies&nbsp;and&nbsp;courier delays.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"wp-block-list-item\"><strong>Strengthen risk management and compliance<\/strong>&nbsp;by automatically checking trade data against rules and watchlists.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The potential benefits of such a solution extend beyond banks and trading companies.&nbsp;Governments and customs authorities can use&nbsp;ERP-aligned&nbsp;data to&nbsp;potentially&nbsp;streamline filings and improve tax collection.&nbsp;Shipping and&nbsp;logistics&nbsp;providers can&nbsp;potentially&nbsp;gain earlier access to&nbsp;accurate&nbsp;data,&nbsp;ultimately&nbsp;improving&nbsp;planning and reducing delays.&nbsp;By emphasizing data interoperability and AI-powered insights, the POC offers a repeatable model that can extend beyond trade finance to other complex, document-intensive processes.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"leading-banks-and-microsoft-a-shared-vision-on-digital-trade-finance\">Leading banks and&nbsp;Microsoft: A shared vision&nbsp;on digital trade&nbsp;finance<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">This successful proof of concept was built on a strong collaboration between Microsoft and three leading global banks, uniting Microsoft\u2019s&nbsp;AI&nbsp;and enterprise technology&nbsp;expertise&nbsp;with the banks\u2019 deep trade finance experience. Together, we are shaping a new model for intelligent, data-driven trade finance.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"anz\">ANZ&nbsp;<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote has-quote-default-font-size is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">ANZ is exploring opportunities to apply AI in ways that can support business processes and enhance customer experience. Where appropriate, we aim to move beyond the role of a back-end transaction processor to deliver trade finance as a seamless part of&nbsp;client&nbsp;existing workflows. By safely and responsibly integrating AI into corporate ERP systems, our goal is to offer a more intuitive, built-in trade finance experience.<\/p>\n<cite>Hari Janakiraman, Head of Industry and Innovation, Transaction Banking, Institutional&nbsp;<\/cite><\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"hsbc\">HSBC<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote has-quote-default-font-size is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Trade finance is still overwhelmingly document-driven, which is why the industry needs practical interoperability: common data standards and consistent, bank-defined data sets&nbsp;that exporters\u2014from small businesses to large multinationals\u2014can exchange electronically. This proof of concept shows how aligning to frameworks like the ICC\u2019s Key Trade&nbsp;Documents and&nbsp;Data Elements can reduce discrepancies and help move validated data securely from ERP to bank platforms, making trade more accessible and efficient for companies&nbsp;of all sizes.<\/p>\n<cite>Bhriguraj&nbsp;Singh, Chief Product Officer, Global Trade Solutions&nbsp;<\/cite><\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"lloyds\">Lloyds<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote has-quote-default-font-size is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">This new development creates a strong opportunity to improve the trade finance ecosystem by moving away from paper being transferred between parties to simply exchanging data. By using open standards (aligned, structured data for key trade documents), we can integrate more easily with clients\u2019&nbsp;technology and&nbsp;logistics&nbsp;partners. Combined with&nbsp;<strong>AI-driven<\/strong>&nbsp;data exchange through the Microsoft connector, this allows information to flow securely and accurately between platforms. We are committed to building a more connected and collaborative digital trade environment, and this approach is&nbsp;an important step&nbsp;forward.<\/p>\n<cite>Surath Sengupta,&nbsp;Head of Transaction Banking Products<\/cite><\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"opening-the-benefits-of-ai-and-interoperability\">Opening the benefits of&nbsp;AI and&nbsp;interoperability&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Under the hood, the prototype\u00a0featured\u00a0a\u00a0modern\u00a0decentralized architecture designed to integrate with multiple ERP systems\u00a0(Microsoft Dynamics 365 and others), bank platforms,\u00a0and third-party supply chain applications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The solution&nbsp;was&nbsp;built on&nbsp;<a href=\"https:\/\/azure.microsoft.com\/en-us\/products\/ai-foundry\/\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft Foundry<\/a>,&nbsp;a&nbsp;unified Azure platform for developing, deploying, and governing AI applications and agents. Foundry brings together models, tools, governance, and observability under a single control plane, which is&nbsp;critical for handling sensitive trade data and ensuring enterprise-grade security.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">LLMs&nbsp;power&nbsp;deep&nbsp;document understanding, data extraction, validation, and conversational&nbsp;interactions.&nbsp;In contrast to traditional Optical Character Recognition (OCR)&nbsp;or template-based systems, which&nbsp;can struggle&nbsp;when layouts change or data is missing, LLMs can adapt to varied document formats and&nbsp;more robustly&nbsp;extract and cross-check information.&nbsp;These capabilities are increasingly being&nbsp;employed&nbsp;across the financial services industry&nbsp;for&nbsp;innovations in payments, risk, and&nbsp;compliance.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/aka.ms\/FSIMigrationEbook\" target=\"_blank\" rel=\"noreferrer noopener\">Build your compliant cloud foundation<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"putting-ai-to-work-in-trade-finance\">Putting AI to work in trade finance<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We invite organizations across the trade ecosystem\u2014banks, corporates, fintech, and governments\u2014to&nbsp;co-innovate&nbsp;with us on the future of international trade.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To learn more about this collaborative initiative and explore how generative AI can transform your trade and international banking operations,&nbsp;contact your Microsoft representative.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For more information on&nbsp;Microsoft\u2019s approach to building AI agents and industry&nbsp;solutions,&nbsp;visit&nbsp;<a href=\"https:\/\/www.microsoft.com\/en-us\/ai\/financial-services\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft for Financial Services<\/a>.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-a89b3969 wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.microsoft.com\/en-us\/ai\/financial-services\" target=\"_blank\" rel=\"noreferrer noopener\">Explore how AI is transforming trade finance<\/a><\/div>\n<\/div>\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>\u00a0<em><em>ICC United Kingdom<\/em>, \u201c\u2018The Roadmap to Digitalise UK Trade,\u201d\u00a0 June 16, 2025 (<a href=\"https:\/\/www.tradeforprosperity.co.uk\/the-roadmap-to-digitalise-uk-trade\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.tradeforprosperity.co.uk\/the-roadmap-to-digitalise-uk-trade\/<\/a>)<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><sup>2<\/sup>\u00a0<em><a href=\"https:\/\/fortune.com\/2023\/10\/02\/global-trade-4-billion-paper-documents-daily-uk-document-act-law-finance-geraldine-mcbride\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fortune, \u201cGlobal trade still depends on 4 billion paper documents daily,\u201d October 2023<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Despite long-term efforts by banks and governments to embrace digital transformation, trade finance&nbsp;remains&nbsp;stubbornly mired in a paper-heavy past.&nbsp;With the&nbsp;rapid innovation and adoption of AI&nbsp;across the&nbsp;financial services&nbsp;industry,&nbsp;this&nbsp;reality is beginning to&nbsp;change. A&nbsp;glimpse&nbsp;of what the future&nbsp;may hold can be seen in&nbsp;a collaborative effort involving leading global banks and Microsoft.<\/p>\n","protected":false},"author":31,"featured_media":13737,"template":"","categories":[1338,1156],"tags":[],"content-type":[118],"job-function":[1621],"coauthors":[1673],"class_list":["post-13723","ms-industry","type-ms-industry","status-publish","has-post-thumbnail","hentry","category-banking","category-financial-services","content-type-thought-leadership","job-function-finance"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Reimagining trade finance with AI: A collaborative proof of concept from Microsoft, ANZ, HSBC, and Lloyds | The Microsoft Cloud Blog<\/title>\n<meta name=\"description\" content=\"Explore how Microsoft and leading banks are using AI to transform trade finance and enable secure, data\u2011driven global trade.\" \/>\n<meta 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