{"id":3955,"date":"2025-12-10T15:00:57","date_gmt":"2025-12-10T19:00:57","guid":{"rendered":"https:\/\/www.softwareag.com\/?post_type=resource&#038;p=3955"},"modified":"2026-05-01T22:15:52","modified_gmt":"2026-05-02T02:15:52","slug":"aafma-ai-security-compliance","status":"publish","type":"resource","link":"https:\/\/www.softwareag.com\/es\/resources\/adabas-natural\/aafma-ai-security-compliance\/","title":{"rendered":"AAFMAA: Advancing Cyber Security and Compliance with AI and Adabas &amp; Natural\u00a0"},"content":{"rendered":"<div class=\"wp-block-group alignfull customer-story-wrapper has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-bottom:var(--wp--preset--spacing--l)\">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Conozca al cliente:<\/h2>\n\n\n\n<p>AAFMAA is the non-profit American Armed Forces Mutual Aid Association. It provides financial services and support to members of the armed forces. Serving over 95,800 members, spouses, and dependents, the Association manages approximately $1.26 billion in assets.\u202f&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-f415f12b wp-block-columns-is-layout-flex\" style=\"margin-top:48px\">\n<div class=\"wp-block-column has-gray-background-color has-background is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"\/app\/uploads\/2025\/08\/pico.png\" alt=\"icono del pico de la monta\u00f1a\" class=\"wp-image-362\" style=\"object-fit:contain;width:48px;height:48px\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Desaf\u00edos<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ensuring data security and compliance across sensitive financial services&nbsp;<\/li>\n\n\n\n<li>Detecting anomalies and preventing fraud in real time&nbsp;<\/li>\n\n\n\n<li>Meeting evolving regulatory requirements (CCPA, GDPR, etc.)&nbsp;<\/li>\n\n\n\n<li>Reducing reliance on cloud-based and third-party security tools&nbsp;<\/li>\n\n\n\n<li>Empowering compliance teams with real-time monitoring and remediation tools&nbsp;<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-gray-background-color has-background is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"\/app\/uploads\/2025\/08\/checklist.png\" alt=\"icono de lista de control\" class=\"wp-image-365\" style=\"object-fit:contain;width:48px;height:48px\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Resultados<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Leveraged Adabas CLogs and PLogs for real-time data analysis&nbsp;<\/li>\n\n\n\n<li>Integrated LLMs and ML for anomaly detection&nbsp;<\/li>\n\n\n\n<li>Enabled dynamic rule management for compliance officers&nbsp;<\/li>\n\n\n\n<li>Reduced operational costs through in-house development and hosting&nbsp;<\/li>\n\n\n\n<li>Improved anomaly detection and fraud prevention for audits and data integrity and security&nbsp;&nbsp;<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column has-gray-background-color has-background is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"\/app\/uploads\/2025\/08\/lightbulb.png\" alt=\"icono de bombilla\" class=\"wp-image-367\" style=\"object-fit:contain;width:48px;height:48px\"\/><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">Soluciones<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adabas y Natural<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Data integrity: a modern-day must&nbsp;&nbsp;<\/strong><\/h3>\n\n\n\n<p>As a nonprofit financial services provider serving military families since 1879, AAFMAA handles highly sensitive data across its insurance and wealth management divisions. With increasing regulatory scrutiny\u2014such as the California Consumer Privacy Act (CCPA), the EU\u2019s GDPR, and the Gramm-Leach-Bliley Act\u2014it is paramount for the organization to ensure complete data integrity and security. The mortgage division in particular faces rigorous audits from state regulators. Every loan must be completely traceable, secure, and compliant, from origination to closure.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"translation-block\">So, when a cyberattack hit, it became clear that traditional systems were no longer sufficient. Third-party vendors were eager to plug the gaps. But AAFMAA wanted to take a more <em>intelligent<\/em> approach to anomaly detection and fraud prevention. It needed a solution that could analyze real-time data, and detect and avoid threats, while being adaptable to evolving compliance requirements: Ideally, something home grown.<\/p>\n\n\n\n    <section\n        class=\"o-testimonials-slider alignwide\"\n        data-testimonials-slider\n aria-label=\"Testimonials\"\n    >\n        <div class=\"o-testimonials-slider__inner\">\n            \n            <div\n                id=\"testimonials-slider-1\"\n                class=\"o-testimonials-slider__viewport swiper\"\n                tabindex=\"0\"\n            >\n                <div class=\"o-testimonials-slider__track swiper-wrapper\" role=\"list\">\n                                            <article\n                            class=\"o-testimonials-slider__slide swiper-slide\"\n                            role=\"listitem\"\n                            aria-label=\"Testimonial 1 of 1\"\n                        >\n                            <blockquote class=\"o-testimonials-slider__quote\">\n                                <p>\n                                    <span class=\"quotation--opening\">\u201c<\/span>\n                                    We&#8217;ve been incredibly happy with the availability of our applications built on Adabas &#038; Natural since moving to the cloud. There has been zero downtime in the past year. Overall Azure has been extremely reliable.\n                                    <span class=\"quotation--closing\">\u201d<\/span>\n                                <\/p>\n                            <\/blockquote>\n\n                                                            <p class=\"o-testimonials-slider__attribution\">\n                                    <span\n                                        class=\"o-testimonials-slider__attribution-line o-testimonials-slider__attribution-line--person\"\n                                    >\n                                        <span\n                                            class=\"o-testimonials-slider__attribution-marker\"\n                                            aria-hidden=\"true\"\n                                        >\n                                            \u2014\n                                        <\/span>\n                                                                                <span>Director of Information Systems, nonprofit organization, Director of Information Systems<\/span>\n                                        <\/span>\n\n                                                                            <span\n                                            class=\"o-testimonials-slider__attribution-line o-testimonials-slider__attribution-line--company\"\n                                        >\n                                                                                            <span>nonprofit organization<\/span>\n                                                                                    <\/span>\n                                                                    <\/p>\n                                                    <\/article>\n                                    <\/div>\n            <\/div>\n\n                    <\/div>\n    <\/section>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"articletext_17025788\"><strong>Adabas &amp; Natural meets AI&nbsp;<\/strong><\/h3>\n\n\n\n<p>\u201cWe decided to build a system which could rely on a database as the key data source and then use Large Language Models (LLMs) in our own hosted environment with the most modern data integration approaches to detect vulnerabilities,\u201d explains Amarish Pathak, CTO at AAFMAA. &#8220;Under my direction, we launched a strategic initiative to integrate AI into our Adabas and Natural environment. The goal was to build an in-house anomaly detection engine that could leverage Adabas data logs and employ modern Machine Learning techniques to identify anomalies and prevent fraud in real time.\u201d&nbsp;<\/p>\n\n\n\n<p>Tangible results surfaced soon after work to create the engine began. So far, five use cases are already&nbsp;showing huge potential:&nbsp;<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Forensic analysis with Adabas CLogs and PLogs: <\/strong>AAFMAA\u2019s engine uses Adabas command logs (CLogs) and protection logs (PLogs) to capture real-time snapshots of database activity. CLogs record user sessions, command types, execution times, and transaction statuses. PLogs provide before-and-after images of data changes to enable rollback and, if necessary, forensic analysis.<\/li>\n<\/ol>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>Machine learning for anomaly detection: <\/strong>The custom AI engine uses Python and Natural Language Processing, integrating LLMs such as Mistral and LLaMA. These models can analyze log patterns to distinguish normal behavior from anomalies that could indicate fraudulent activity.&nbsp;<\/li>\n<\/ol>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Threat modeling and penetration testing: <\/strong>To ensure the database is resilient, AAFMAA\u2019s internal penetration testers use AI both offensively and defensively, realistically simulating attacks to test the system\u2019s security.<\/li>\n<\/ol>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Real-time alerting and case management: <\/strong>The engine includes a rule-based detection layer and a policy enforcement module that triggers alerts for suspicious transactions. The web-based interface allows compliance officers to monitor activity, adjust rules, and manage flagged cases independently and remotely.<\/li>\n<\/ol>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li><strong>Seamless integration across the business architecture<\/strong>: The AI engine has been integrated with AAFMAA\u2019s CRM systems and verification APIs. This means it can support checks for credit history, appraisals, titles, and OFAC compliance.&nbsp;<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"articletext_16447225\">Unlocking value in the database<\/h3>\n\n\n\n<p>Although AAFMAA is just at the start of its journey, the team has already learned several important lessons: \u201cUsing machine learning isn\u2019t just about automation,\u201d Pathak explains. \u201cIt&#8217;s made our employees much smarter at detecting fraud and anomalies. We\u2019re building a culture of deep thinkers.\u201d&nbsp;<\/p>\n\n\n\n<p>But the benefits aren\u2019t just felt in continuous learning and improvement. Since deploying the engine, operational costs have dropped significantly as external vendors have been replaced by reliable, internal AI solutions. This gives AAFMAA more independence and flexibility, and frees up budget for further investment in innovation.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Recently, the AI engine was integrated into Encompass\u2014AAFMAA\u2019s Loan Origination Platform\u2014as well as into its underwriting processes. This has put real-time fraud detection capabilities into the hands of core business units. It has significantly boosted the trust in data integrity across departments.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Each state in America has different compliance rules. Prior to this undertaking of this project, this degree of regulatory variation would have been a minefield. Now, rules are customizable on a state-by-state basis, which has improved audit readiness and reduced the risk of fines.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p>Most important, however, are the benefits that flow to the members who entrust their data and livelihoods to the&nbsp; Association. By adopting AI technology thoughtfully\u2014and setting it to work within a reliable, powerful database\u2014AAFMAA has transformed how its customers\u2019 data is secured, analyzed, and used to drive smarter decisions. Faster development cycles with AI-&nbsp;assisted coding and testing mean innovation is easier than ever.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-future-ready-to-better-serve-those-who-served-nbsp\"><strong>Future-ready to better serve those who served&nbsp;<\/strong><\/h3>\n\n\n\n<p>AAFMAA\u2019s integration of AI into its Adabas &amp; Natural environment marks a significant milestone in its modernization journey. By combining decades of experience with cutting-edge technology, the organization has built a future-ready system that protects its data and its members&#8217; data, empowers its teams, and ensures compliance in an increasingly complex regulatory landscape.&nbsp;<br>&nbsp;<br>For other organizations navigating similar challenges, AAFMAA\u2019s story offers a powerful example of how continuous modernization, combined with the right technology and a like-minded partner, can deliver game-changing results.&nbsp;<\/p>\n\n\n\n<p>\u201cI don&#8217;t look at Software AG as a vendor. I look at it as family.\u201d&nbsp;<br>\u2014 Amarish Pathak, CTO, AAFMAA&nbsp;<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n    <section\n        class=\"o-related-posts alignwide\"\n        aria-label=\"Related Posts\"\n        style=\"--related-posts-columns: 3;\"\n    >\n        <div class=\"o-related-posts__inner\">\n            <div class=\"o-related-posts__header\">\n                <h6 class=\"o-related-posts__eyebrow\">Related Posts<\/h6>\n                <h2 class=\"o-related-posts__heading\">Latest related content<\/h2>\n                            <\/div>\n\n            <div class=\"o-related-posts__grid\">\n                                                                                                                        <a href=\"https:\/\/www.softwareag.com\/es\/resources\/adabas-natural\/north-american-nonprofit\/\" class=\"m-card-post o-related-posts__card\">\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"395\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/an-css-wildlife-conservation-nonprofit.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"\" srcset=\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/an-css-wildlife-conservation-nonprofit.jpg 700w, https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/an-css-wildlife-conservation-nonprofit-300x169.jpg 300w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/>\n                                                            <\/div>\n                                                            <div class=\"o-related-posts__top-meta\">\n                                                                            <span class=\"m-card-post__category\">Resource<\/span>\n                                                                                                                <span\n                                            class=\"m-card-post__time o-related-posts__time-inline sag-readtime-label\"\n                                        >\n                                            <span\n                                                class=\"material-symbols-outlined o-related-posts__time-icon\"\n                                                aria-hidden=\"true\"\n                                            >\n                                                schedule\n                                            <\/span>\n                                            6 MIN le\u00eddos\n                                        <\/span>\n                                                                    <\/div>\n                                                        <h3 class=\"m-card-post__title\">Organizaci\u00f3n sin \u00e1nimo de lucro para la conservaci\u00f3n de la naturaleza: \"Lift &amp; shift\" conecta a todos los donantes<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    This nonprofit moved Adabas &#038; Natural fundraising applications to the scalable Microsoft\u00ae Azure\u00ae cloud without changing the architecture. The lift and shift process was fast with zero disruption.\n                                <\/p>\n                                                    <\/a>\n                                                <\/div>\n        <\/div>\n    <\/section>\n\n\n\n<div class=\"wp-block-group alignfull is-style-left-aligned pre-footer-cta has-purple-background-color has-background has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--l);padding-top:var(--wp--preset--spacing--xxl);padding-bottom:var(--wp--preset--spacing--xxl)\">\n<div class=\"wp-block-group alignwide is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading alignfull has-text-align-left has-grande-font-size has-white-color has-text-color has-link-color has-large-font-size wp-elements-dc2c58b91d1212f4ad0b3df438318f60\" id=\"h-want-to-make-your-core-applications-future-ready\">\u00bfQuiere preparar sus aplicaciones principales para el futuro?<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-e04203c2fbc13876bd23d5f3081c4d1d translation-block\">Build on your legacy. Accelerate development in a modern DevOps environment. Modernize your <span class=\"nowrap\">Adabas &amp; Natural<\/span> applications to save costs and embrace hybrid cloud.<\/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-dark-bg-primary is-style-dark-bg-primary--2\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.softwareag.com\/es\/contact\/\">Habla con nuestros expertos<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-dark-bg-transparent is-style-dark-bg-transparent--3\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/tech.forums.softwareag.com\/t\/adabas-natural-community-edition-for-docker-download\/235228\">Pruebas gratuitas<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>AAFMAA turned a cyberattack into innovation. By integrating LLMs + ML into their Adabas &#038; Natural environment, the Association built an in-house anomaly detection engine that delivers real-time insights, smarter threat modeling, and seamless alerting across the org.<\/p>","protected":false},"featured_media":4188,"template":"","product":[66],"resource-industry":[],"resource-topic":[20],"resource-type":[12],"resource-subdirectory":[64],"class_list":["post-3955","resource","type-resource","status-publish","has-post-thumbnail","hentry","product-adabas-natural","resource-topic-application-integration","resource-type-customer-story","resource-subdirectory-adabas-natural"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AAFMAA Boosts Security &amp; Compliance | Software AG<\/title>\n<meta name=\"description\" content=\"Discover how AAFMAA uses Adabas &amp; Natural with AI to enhance data security, improve compliance and cut costs.\" \/>\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.softwareag.com\/es\/resources\/adabas-natural\/aafma-ai-security-compliance\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AAFMAA: Advancing Cyber Security and Compliance with AI and Adabas &amp; 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