{"id":17653,"date":"2026-03-16T10:36:12","date_gmt":"2026-03-16T10:36:12","guid":{"rendered":"https:\/\/neotalentconclusion.com\/?p=17653"},"modified":"2026-03-16T10:36:12","modified_gmt":"2026-03-16T10:36:12","slug":"how-ai-powered-applications-are-helping-fight-financial-crime","status":"publish","type":"post","link":"https:\/\/neotalentconclusion.com\/en\/how-ai-powered-applications-are-helping-fight-financial-crime\/","title":{"rendered":"How AI\u2011Powered Applications Are Helping Fight Financial Crime"},"content":{"rendered":"<h3><b><span data-contrast=\"none\">The evolution of fraud techniques in financial crime<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">The banking and insurance sectors are facing increasing challenges in validating transactions. Rapid technological advances, the growing number of different payment methods, the rise in daily transaction volumes, and the emergence of new types of virtual assets with economic value (such as cryptocurrencies) are placing ever<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">greater pressure on compliance teams and the technological tools they use.\u00a0At the same time, the increasing sophistication of financial schemes makes financial crime harder to detect, leading to challenges such as high levels of\u00a0<\/span><b><span data-contrast=\"none\">false positives<\/span><\/b><span data-contrast=\"none\">\u00a0(alerts\u00a0created\u00a0marking a transaction as suspicious which, after investigation, is validated as legitimate\u00a0and real,\u00a0without any hint of illegality\/error) or rising operational costs.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Organizations in sectors such as\u00a0<\/span><b><span data-contrast=\"none\">banking and insurance<\/span><\/b><span data-contrast=\"none\">\u00a0require more frequent and robust updates to their technological infrastructure to detect these techniques sooner and more efficiently. In this context, technological applications help ease the workload of professionals, offering automated workflows, transaction monitoring, AI solutions, and more.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"none\">AML and KYC: the first line of defence against fraud<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><b><span data-contrast=\"none\">Anti-Money Laundering<\/span><\/b><span data-contrast=\"none\">\u00a0(AML)\u00a0refers to the processes used to foresee and prevent fraudulent transactions involving funds of criminal origin, which are often disguised to appear legitimate. Many companies in\u00a0the\u00a0banking and insurance\u00a0sectors\u00a0are required to\u00a0follow strict regulations (European, for example) to prevent this type of activity.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Know Your Customer\u00a0<\/span><\/b><span data-contrast=\"none\">(KYC) is a crucial\u00a0initial\u00a0step to\u00a0validate\u00a0customer legitimacy and combat financial crime. KYC enables organizations to collect and verify a customer\u2019s identity information when opening an account or\u00a0establishing\u00a0a business relationship\u2014for example,\u00a0validating\u00a0a passport or other identification document.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"none\">Risk verification and continuous monitoring (WLM + AMM)<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">After the\u00a0initial\u00a0KYC validation,\u00a0additional\u00a0stages help prevent fraud and money laundering:\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Watch\u00a0List\u00a0Management (WLM)<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Validation that the individual is not on a predefined sanctions list, based on the information collected in KYC. This process, called WLM (Watch List Management), allows customer details to be compared with their presence or absence on risk lists such as politically exposed persons (PEP), international sanctions (OFAC \u2013 Office of Foreign Assets Control, for example),\u00a0and internal risk lists.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Alert\u00a0Management &amp;\u00a0Monitoring\u00a0(AMM)<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">Another phase of the validation process involves profiling customer\u00a0behavior\u2014we call this process AMM (Alert Management &amp; Monitoring). This system\u00a0validates\u00a0abnormal transactions and generates alerts for potential financial crimes,\u00a0identifying\u00a0patterns of suspicious transactions that\u00a0indicate\u00a0money laundering or terrorist financing.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559685&quot;:720,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"none\">Technological applications and their real impact in fighting financial crime<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Given the large volume of data, automating these processes and integrating near<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">real<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">time information helps teams filter alerts and reduce false positives, enabling\u00a0teams\u00a0to focus on high<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">risk cases.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">By detecting financial crime more effectively\u2014through applications that\u00a0identify\u00a0fraud attempts and money<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">laundering patterns\u2014compliance teams can avoid regulatory penalties, protect the organization\u2019s reputation, and prevent the institution from being used as a channel for criminal activity, including terrorist financing.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Tools capable of processing and structuring large data volumes and\u00a0identifying\u00a0inconsistencies have\u00a0ultimately\u00a0become\u00a0essential allies to many professionals in the field.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"none\">NetReveal: a critical application for fraud detection and prevention<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">One notable example is\u00a0NetReveal, a platform specialized in detecting and preventing financial crime, fraud, and risk management for financial institutions and regulated companies.\u00a0NetReveal\u00a0uses advanced\u00a0<\/span><b><span data-contrast=\"none\">AI and machine learning<\/span><\/b><span data-contrast=\"none\">\u00a0to\u00a0identify\u00a0suspicious activity, minimise false positives, and accelerate the analysis used in client screening and transaction monitoring.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">NetReveal\u00a0enables organizations to\u00a0monitor\u00a0transactions and financial activities, investigate suspicious cases, recognize risk patterns, reduce false positives, and classify suspicious financial behaviours. Designed to handle large data volumes, the platform aggregates information into unified entities. For example, if a user\u2019s phone number or address matches the details of someone already under investigation\u00a0for a financial crime, that individual receives closer attention.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">In the insurance sector, the platform helps identify potential fraudulent claims<\/span><span data-contrast=\"none\">\u2014for instance,\u00a0a person who has been involved in more than one\u00a0home-flooding\u00a0accident\u00a0within the same year. By cross<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">checking customer details, insurers can\u00a0determine\u00a0whether the case\u00a0represents\u00a0a warning sign\u00a0for the insurance team.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Finally,\u00a0NetReveal\u00a0is also used to\u00a0assist\u00a0in money laundering control, allowing the detection of suspicious transactions, once again breaking down the details of the individual in\u00a0question\u00a0and\u00a0validating\u00a0abnormal transactions.\u00a0This is one of the practical applications of\u00a0NetReveal\u00a0in preventing illicit financing of terrorist groups or politically exposed individuals.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"none\">The importance of technological applications in the future of financial crime prevention<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Financial crime is becoming increasingly complex, with more robust structures and harder<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">to<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">detect mechanisms. IT tools that integrate and analyse information act proactively and preventively, helping organizations combat these threats and detect them more easily.\u00a0The combination of these tools with the internal knowledge of compliance teams is crucial to improve fraud resolution and support faster reporting to authorities.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">NetReveal\u00a0is one of many solutions that help banks and insurers detect fraud, including money laundering.\u00a0Its model for verifying data on individuals who may be committing fraud streamlines the work of many professionals in the field who would have to do this process manually, while maintaining legibility and anonymity in accordance with the\u00a0<\/span><b><span data-contrast=\"none\">GDPR\u00a0<\/span><\/b><span data-contrast=\"none\">(General Data Protection Regulation),\u00a0and\u00a0reducing the margin for error.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:279}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">More than simply automating or accelerating procedures with high reliability and security, AI<\/span><span data-contrast=\"none\">\u2011<\/span><span data-contrast=\"none\">enabled technological applications turn mindset into action\u2014facilitating\u00a0preventive approaches instead of reactive responses in the fight against financial crime.<\/span><span style=\"font-size: 16px;\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<hr \/>\n<p><em><a href=\"https:\/\/www.linkedin.com\/in\/isa-caravela-23abb98b?miniProfileUrn=urn%3Ali%3Afsd_profile%3AACoAABM4rQ4BVhRzNlGS19mkMRYcP-U6bWerQvU&amp;lipi=urn%3Ali%3Apage%3Ad_flagship3_detail_base%3BOBVUc3iSQj%2Brxjax5g9pIA%3D%3D\" target=\"_blank\" rel=\"noopener\">Isa Caravela, Application Support Analyst<\/a> @ Neotalent Conclusion<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI-powered applications for fighting financial crime are transforming how banks and insurers detect fraud and money laundering. Technologies such as AML, KYC, transaction monitoring and advanced analytics help compliance teams process large volumes of data, identify suspicious patterns and reduce false positives. This article explores how AI-driven platforms like NetReveal strengthen financial crime prevention and support more proactive compliance strategies.<\/p>\n","protected":false},"author":2,"featured_media":17650,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[61],"tags":[],"class_list":["post-17653","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-en"],"_links":{"self":[{"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/posts\/17653","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/comments?post=17653"}],"version-history":[{"count":1,"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/posts\/17653\/revisions"}],"predecessor-version":[{"id":17656,"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/posts\/17653\/revisions\/17656"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/media\/17650"}],"wp:attachment":[{"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/media?parent=17653"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/categories?post=17653"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/neotalentconclusion.com\/en\/wp-json\/wp\/v2\/tags?post=17653"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}