{
    "id": 4959,
    "date": "2023-12-19T18:16:51",
    "date_gmt": "2023-12-19T18:16:51",
    "guid": {
        "rendered": "http:\/\/100.28.163.57\/?p=4959"
    },
    "modified": "2023-12-19T18:43:01",
    "modified_gmt": "2023-12-19T18:43:01",
    "slug": "ai-powered-tool-to-improve-compliance-sanctions-screening-process-in-banking",
    "status": "publish",
    "type": "post",
    "link": "https:\/\/sprinterra.com.ua\/en\/ai-powered-tool-to-improve-compliance-sanctions-screening-process-in-banking\/",
    "title": {
        "rendered": "AI-Powered Tool to Improve Compliance & Sanctions Screening Process in Banking"
    },
    "content": {
        "rendered": "<div data-elementor-type=\"wp-post\" data-elementor-id=\"4959\" class=\"elementor elementor-4959\" data-elementor-post-type=\"post\">\n\t\t\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-48587b4a e-flex e-con-boxed e-con e-parent\" data-id=\"48587b4a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-593b05a2 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"593b05a2\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">AI-Powered Tool to Improve Compliance &#038; Sanctions Screening Process in Banking<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-309fd655 elementor-align-center elementor-widget elementor-widget-post-info\" data-id=\"309fd655\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-7693618 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-user\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-custom\">\n\t\t\t\t\t\t\t\t\t\tSprinterra\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-663091d elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/sprinterra.com.ua\/en\/2023\/12\/19\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-calendar\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>December 19, 2023<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-db2e804 elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-clock\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-time\">\n\t\t\t\t\t\t\t\t\t\t<time>6:16 pm<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-6c1760b8 e-flex e-con-boxed e-con e-parent\" data-id=\"6c1760b8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c4a204 elementor-widget elementor-widget-text-editor\" data-id=\"5c4a204\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In 2023, U.S. banks faced over $33 million in fines for sanctions violations.\u00a0Financial institutions encounter challenges in sanctions screening for various reasons, including outdated sanction lists and backlogged governmental reports.\u00a0<\/p><p>Recognizing these challenges, Sprinterra has developed a prototype of an AI-powered sanctions screening tool, <a href=\"https:\/\/ai-watchlist.sprinterra.xyz\/\">the AI WatchList Chat<\/a>, designed to improve and streamline this crucial compliance process.\u00a0<\/p><p>Our newest AI tool combats outdated practices and integrates seamlessly into the broader financial crime risk management strategy.\u00a0 The AI WatchList Chat is a testament to our commitment to innovation and professional growth.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-3437f49 e-flex e-con-boxed e-con e-parent\" data-id=\"3437f49\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-672dcd5d elementor-widget elementor-widget-heading\" data-id=\"672dcd5d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A Learning Journey Turned Innovation\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-495b6bd6 elementor-widget elementor-widget-text-editor\" data-id=\"495b6bd6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Conceived during our team&#8217;s exploration of AI technologies, this tool exemplifies the potential of custom software development for various industries, but will be the most beneficial for the financial institutions and banks. It&#8217;s not just a product; it&#8217;s a reflection of our journey in understanding and utilizing AI to create tailor-made solutions. The best part? The free demo version is available to anyone interested in checking it out!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7f70a947 elementor-widget elementor-widget-heading\" data-id=\"7f70a947\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI Watchlist Chat: A User-Friendly OFAC Sanctions List Monitoring Solution\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2764eff elementor-widget elementor-widget-image\" data-id=\"2764eff\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"407\" src=\"https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/12\/ai-watchlist-chat-768x407.png\" class=\"attachment-medium_large size-medium_large wp-image-4961\" alt=\"AI Watchlist chat\" srcset=\"https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/12\/ai-watchlist-chat-768x407.png 768w, https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/12\/ai-watchlist-chat-300x159.png 300w, https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/12\/ai-watchlist-chat-1024x543.png 1024w, https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/12\/ai-watchlist-chat-1536x814.png 1536w, https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/12\/ai-watchlist-chat.png 1621w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b0d673e elementor-widget elementor-widget-text-editor\" data-id=\"4b0d673e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The AI Watchlist Chat showcases the versatility of the OpenAI API in processing natural language. It&#8217;s an intuitive, conversational tool designed for real-time screening and analysis of sanctioned individuals and entities, drawing data from the Office of Foreign Assets Control Specially Designated Nationals List (OFAC SDN List).<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2157d6e elementor-widget elementor-widget-heading\" data-id=\"2157d6e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why Choose AI Watchlist?\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c81f0b1 elementor-widget elementor-widget-text-editor\" data-id=\"c81f0b1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li aria-level=\"1\">&#8211; Intuitive Conversational Interface: Engage with an easy-to-use, natural language interface, making the tool accessible to users of all technical levels.<\/li><li aria-level=\"1\">&#8211; Comprehensive Data Analysis: AI Watchlist provides detailed insights, including names, aliases, and associated statistics of sanctioned entities.<\/li><li aria-level=\"1\">&#8211; Advanced Analytics: Leverage sophisticated analytics to discern trends within sanctions data, enhancing your compliance strategy.<\/li><li aria-level=\"1\">&#8211; Efficient and Effective: The tool eliminates the need for manual searches, saving time and resources while ensuring accurate and prompt responses.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-451d0ce5 elementor-widget elementor-widget-heading\" data-id=\"451d0ce5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Behind the Technology\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0be0856 elementor-widget elementor-widget-image\" data-id=\"0be0856\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"494\" src=\"https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/03\/machine-learning-ai-768x494.jpg\" class=\"attachment-medium_large size-medium_large wp-image-3433\" alt=\"machine learning ai\" srcset=\"https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/03\/machine-learning-ai-768x494.jpg 768w, https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/03\/machine-learning-ai-300x193.jpg 300w, https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/03\/machine-learning-ai.jpg 900w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f13ab9b elementor-widget elementor-widget-text-editor\" data-id=\"1f13ab9b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Our AI solution is built on cutting-edge technology, trained exclusively on specific datasets like the OFAC SDN list. By normalizing and storing this data in the Sprinterra Cloud DB, we&#8217;ve created a system that&#8217;s both responsive and scalable.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cc1c9d5 elementor-widget elementor-widget-heading\" data-id=\"5cc1c9d5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">From LlamaIndex Limitations to CODEX Advancements\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a02a102 elementor-widget elementor-widget-text-editor\" data-id=\"7a02a102\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Sprinterra\u2019s path to developing this advanced AI tool involved unique challenges. Initially, we used LlamaIndex, a library based on the concept of Retrieval Augmented Generation (RAG), which helped simplify chatbot development. Despite its initial promise, we encountered limitations in handling complex calculations and resource-intensive processes.<\/p><p>This led us to pivot to CODEX, which, combined with GPT-4, allowed us to train the AI to understand human language and effectively generate SQL queries. This shift was crucial in extracting data from our normalized database and translating it into coherent human responses with GPT-4.<\/p><p>Next, the transition from LlamaIndex to CODEX marked a significant step in our project. While LlamaIndex laid the groundwork, CODEX offered enhanced capabilities, especially in interacting with structured list data. AI models often struggle with numerical statistics and structured documents, but our solution, AI Watchlist, overcomes these challenges by integrating conversational capabilities with precise database queries.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-304d436d elementor-widget elementor-widget-heading\" data-id=\"304d436d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI Chat Limitations and Ongoing Improvements\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f980d00 elementor-widget elementor-widget-text-editor\" data-id=\"f980d00\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>While our AI Chat offers advanced capabilities, we acknowledge certain limitations, such as the reliance on database-stored files and character limits in responses. Continual fine-tuning of the model is essential to enhance response accuracy.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-748e2a1b elementor-widget elementor-widget-heading\" data-id=\"748e2a1b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Custom Solutions for Diverse Industries\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2693d957 elementor-widget elementor-widget-text-editor\" data-id=\"2693d957\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>While this tool was initially a learning project, its potential applications are vast. It&#8217;s particularly beneficial for financial institutions like banks, credit unions, and investment companies, aiding in customer screening and AML compliance.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-655083d elementor-widget elementor-widget-heading\" data-id=\"655083d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Your Partner in AI-Powered Compliance\n\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-445b623 elementor-widget elementor-widget-image\" data-id=\"445b623\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"461\" src=\"https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/03\/ai-ethics-768x461.jpg\" class=\"attachment-medium_large size-medium_large wp-image-3430\" alt=\"AI ethics\" srcset=\"https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/03\/ai-ethics-768x461.jpg 768w, https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/03\/ai-ethics-300x180.jpg 300w, https:\/\/sprinterra.com.ua\/wp-content\/uploads\/2023\/03\/ai-ethics.jpg 900w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-413434af elementor-widget elementor-widget-text-editor\" data-id=\"413434af\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>At Sprinterra, we&#8217;re not just creating tools; we&#8217;re crafting solutions that blend the latest AI technology with the specific needs of our clients. Let&#8217;s embark on this journey of innovation and compliance together. Experience the power of AI in transforming your compliance strategies. Reach out to Sprinterra, and let&#8217;s explore how our AI solutions can revolutionize your approach to sanctions screening and regulatory adherence.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aed539f elementor-widget elementor-widget-text-editor\" data-id=\"aed539f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b><a href=\"http:\/\/100.28.163.57\/contact-us\/\" target=\"_blank\" rel=\"noopener\">Join Us<\/a> in Pioneering the Future of AI-Driven Compliance!<\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-3cf1efa2 e-flex e-con-boxed e-con e-parent\" data-id=\"3cf1efa2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-7b2b9320 e-con-full e-flex e-con e-parent\" data-id=\"7b2b9320\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ef2261f elementor-widget elementor-widget-heading\" data-id=\"5ef2261f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Subscribe To Our Newsletter<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7622d51a elementor-widget elementor-widget-text-editor\" data-id=\"7622d51a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Get 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        "rendered": "<p>In 2023, U.S. banks faced over $33 million in fines for sanctions violations.\u00a0Financial institutions encounter challenges in sanctions screening for various reasons, including outdated sanction lists and backlogged governmental reports.\u00a0 Recognizing these challenges, Sprinterra has developed a prototype of an AI-powered sanctions screening tool, the AI WatchList Chat, designed to improve and streamline this crucial [&hellip;]<\/p>",
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