Data & Innovation

FICO Innovations: Preventing Gen AI Hallucinations in Finance

FICO Innovations: Preventing Gen AI Hallucinations in Finance

The rapid adoption of artificial intelligence (AI), particularly generative AI (Gen AI), within the financial services sector presents both immense opportunities and significant challenges. One of the most pressing concerns for financial institutions is the phenomenon of AI "hallucinations," where models generate inaccurate, nonsensical, or misleading information. This issue can severely undermine trust, lead to compliance breaches, and result in erroneous financial decisions. Recognizing this critical need, FICO, a leader in predictive analytics and decision management software, has introduced a suite of innovative tools specifically designed to combat these AI hallucinations and ensure the integrity and reliability of AI applications in finance. At the heart of FICO’s new offerings is the FICO Foundation Model for Financial Services (FICO FFM). This model represents a strategic shift towards a practitioner-centric approach to Gen AI, moving beyond attempts to refine univers…

Post a Comment

<script type="text/javascript" src="https://www.blogger.com/static/v1/widgets/552934507-widgets.js"></script>
<script type='text/javascript'>
window['__wavt'] = 'AOuZoY49v2gkx8GZ1LwTtoJ7fiYqVtnbgQ:1758732971059';_WidgetManager._Init('//www.blogger.com/rearrange?blogID\x3d7670458792165888524','//www.finqura.com/2025/09/fico-innovations-preventing-gen-ai.html?amp\x3d1','7670458792165888524');
_WidgetManager._SetDataContext([{'name': 'blog', 'data': {'blogId': '7670458792165888524', 'title': 'FinQura.com', 'url': 'https://www.finqura.com/2025/09/fico-innovations-preventing-gen-ai.html?amp\x3d1', 'canonicalUrl': 'https://www.finqura.com/2025/09/fico-innovations-preventing-gen-ai.html', 'homepageUrl': 'https://www.finqura.com/?amp\x3d1', 'searchUrl': 'https://www.finqura.com/search', 'canonicalHomepageUrl': 'https://www.finqura.com/', 'blogspotFaviconUrl': 'https://www.finqura.com/favicon.ico', 'bloggerUrl': 'https://www.blogger.com', 'hasCustomDomain': true, 'httpsEnabled': true, 'enabledCommentProfileImages': true, 'gPlusViewType': 'FILTERED_POSTMOD', 'adultContent': false, 'analyticsAccountNumber': 'G-VVYFGEFT7V', 'analytics4': true, 'encoding': 'UTF-8', 'locale': 'en', 'localeUnderscoreDelimited': 'en', 'languageDirection': 'ltr', 'isPrivate': false, 'isMobile': false, 'isMobileRequest': false, 'mobileClass': '', 'isPrivateBlog': false, 'isDynamicViewsAvailable': true, 'feedLinks': '\x3clink rel\x3d\x22alternate\x22 type\x3d\x22application/atom+xml\x22 title\x3d\x22FinQura.com - Atom\x22 href\x3d\x22https://www.finqura.com/feeds/posts/default\x22 /\x3e\n\x3clink rel\x3d\x22alternate\x22 type\x3d\x22application/rss+xml\x22 title\x3d\x22FinQura.com - RSS\x22 href\x3d\x22https://www.finqura.com/feeds/posts/default?alt\x3drss\x22 /\x3e\n\x3clink rel\x3d\x22service.post\x22 type\x3d\x22application/atom+xml\x22 title\x3d\x22FinQura.com - Atom\x22 href\x3d\x22https://www.blogger.com/feeds/7670458792165888524/posts/default\x22 /\x3e\n\n\x3clink rel\x3d\x22alternate\x22 type\x3d\x22application/atom+xml\x22 title\x3d\x22FinQura.com - Atom\x22 href\x3d\x22https://www.finqura.com/feeds/394606734202070230/comments/default\x22 /\x3e\n', 'meTag': '', 'adsenseHostId': 'ca-host-pub-1556223355139109', 'adsenseHasAds': false, 'adsenseAutoAds': false, 'boqCommentIframeForm': true, 'loginRedirectParam': '', 'view': '', 'dynamicViewsCommentsSrc': '//www.blogblog.com/dynamicviews/4224c15c4e7c9321/js/comments.js', 'dynamicViewsScriptSrc': '//www.blogblog.com/dynamicviews/fb4a1405988efb2a', 'plusOneApiSrc': 'https://apis.google.com/js/platform.js', 'disableGComments': true, 'interstitialAccepted': false, 'sharing': {'platforms': [{'name': 'Get link', 'key': 'link', 'shareMessage': 'Get link', 'target': ''}, {'name': 'Facebook', 'key': 'facebook', 'shareMessage': 'Share to Facebook', 'target': 'facebook'}, {'name': 'BlogThis!', 'key': 'blogThis', 'shareMessage': 'BlogThis!', 'target': 'blog'}, {'name': 'X', 'key': 'twitter', 'shareMessage': 'Share to X', 'target': 'twitter'}, {'name': 'Pinterest', 'key': 'pinterest', 'shareMessage': 'Share to Pinterest', 'target': 'pinterest'}, {'name': 'Email', 'key': 'email', 'shareMessage': 'Email', 'target': 'email'}], 'disableGooglePlus': true, 'googlePlusShareButtonWidth': 0, 'googlePlusBootstrap': '\x3cscript type\x3d\x22text/javascript\x22\x3ewindow.___gcfg \x3d {\x27lang\x27: \x27en\x27};\x3c/script\x3e'}, 'hasCustomJumpLinkMessage': false, 'jumpLinkMessage': 'Read more', 'pageType': 'item', 'postId': '394606734202070230', 'postImageUrl': 'https://image.pollinations.ai/prompt/An%20abstract%2C%20stylized%20depiction%20of%20artificial%20intelligence%2C%20represented%20by%20glowing%20neural%20network%20lines%20and%20data%20points%2C%20intersecting%20with%20financial%20symbols%20like%20currency%20signs%20and%20graphs.%20The%20AI%20network%20is%20shown%20filtering%20or%20clarifying%20information%2C%20symbolizing%20the%20prevention%20of%20%22hallucinations%22%20and%20ensuring%20accuracy.%20The%20background%20is%20a%20clean%2C%20modern%20digital%20interface%20with%20subtle%2C%20secure-looking%20elements%2C%20conveying%20trust%20and%20innovation%20in%20finance.', 'pageName': 'FICO Innovations: Preventing Gen AI Hallucinations in Finance', 'pageTitle': 'FinQura.com: FICO Innovations: Preventing Gen AI Hallucinations in Finance', 'metaDescription': ''}}, {'name': 'features', 'data': {}}, {'name': 'messages', 'data': {'edit': 'Edit', 'linkCopiedToClipboard': 'Link copied to clipboard!', 'ok': 'Ok', 'postLink': 'Post Link'}}, {'name': 'template', 'data': {'name': 'custom', 'localizedName': 'Custom', 'isResponsive': true, 'isAlternateRendering': false, 'isCustom': true}}, {'name': 'view', 'data': {'classic': {'name': 'classic', 'url': '?view\x3dclassic'}, 'flipcard': {'name': 'flipcard', 'url': '?view\x3dflipcard'}, 'magazine': {'name': 'magazine', 'url': '?view\x3dmagazine'}, 'mosaic': {'name': 'mosaic', 'url': '?view\x3dmosaic'}, 'sidebar': {'name': 'sidebar', 'url': '?view\x3dsidebar'}, 'snapshot': {'name': 'snapshot', 'url': '?view\x3dsnapshot'}, 'timeslide': {'name': 'timeslide', 'url': '?view\x3dtimeslide'}, 'isMobile': false, 'title': 'FICO Innovations: Preventing Gen AI Hallucinations in Finance', 'description': 'FinQura: Real-time fintech news on AI, crypto \x26 startups. Deep analysis for investors \x26 innovators. Financial Quality Research Aura. Stay ahead.', 'featuredImage': 'https://lh3.googleusercontent.com/blogger_img_proxy/AEn0k_sIY_hVim27hhEAHNs6oS20eey7IycTMnna2R2Cm6MzeiZgr__0tAiwX1nuvJDV7msc9btLcLnfrtGlZf03PX7XHdVLO4dZwwHp0cQDrc5S1qlTbk5HoFX4wbtR2d3pL7n06mkGo2tId6zzKx4760Xm8uajlvWQ2kI5ZX466xDzp7whC7zJf7XqTUmfmYQ25XH2puHHRxIlf-zCiwyNicmSl3ORj90jVI0Bz0vA_UGJ-HKEydbGBQufwoIjkCWEi3X7YIE8JSzVua42l8UwD6306ME9b-nvg6sacM38txgNXIMphzRf4vI0EbdmWkoP9QxIG9nzQiKpiAZeWEXLyYOV_a2EOzuDaEfCayAgNSPBRkcktEWEdF34AGSzGT5FtfmqEzUTi0mmY2vXEqaMCpgXTAbgBwF0o04UcDWWJvaN5CAye0BvZbWLZ8onPckm_aC8GDVCpFBFRTqONtBSdbRPxYJ2gCK_nRc6Np8d6vkqr1tjSAHB9HxrSRbZtMato5Ydqysdv6mY89IuCbEnfqNO2YVderheKpTS6al-iLboHwXrjYadL_h5pnVRIMkNrK9j6SUa5i8j0E2qFRYjDBNDQf3bznGSEVzNLnVjtJoKFqg8tYJVtLZYqI4EWzUuwtORLAn_M1Ba_MLy_aVVtBmEHA2kseb3OseW3qUnYbJkMuVEOFT_VfgDoAPjNm2e3Z-BSNqve-i57cj6liOjsxBp-U7YVFc5jo5GT-ScyXl4ySpesr-UWAx79tAWsMKcx-pc00nlZoE7dlpQ_Gp7pVjFFStBYbKE1VWZHCl0k1dOwFKZN_zzM8-qXHVsLg5lKclAvL2MTt5WOxdB9xQat3zK0Tt7xGnt3_s8staC5pcyDkpRtdRT', 'url': 'https://www.finqura.com/2025/09/fico-innovations-preventing-gen-ai.html?amp\x3d1', 'type': 'item', 'isSingleItem': true, 'isMultipleItems': false, 'isError': false, 'isPage': false, 'isPost': true, 'isHomepage': false, 'isArchive': false, 'isLabelSearch': false, 'postId': 394606734202070230}}, {'name': 'widgets', 'data': [{'title': 'FinQura.com (Header)', 'type': 'Header', 'sectionId': 'sec_Header_Title', 'id': 'Header01'}, {'title': 'Looking for something?', 'type': 'BlogSearch', 'sectionId': 'sec_Header_Search', 'id': 'BlogSearch01'}, {'title': 'Header Icon', 'type': 'TextList', 'sectionId': 'sec_Header_Icon', 'id': 'TextList01'}, {'title': 'Bookmark Posts', 'type': 'LinkList', 'sectionId': 'sec_Header_Icon', 'id': 'LinkList02'}, {'title': 'Translate', 'type': 'LinkList', 'sectionId': 'sec_Header_Icon', 'id': 'LinkList03'}, {'title': 'Navigation Menu (Simple)', 'type': 'PageList', 'sectionId': 'sec_Nav_Widgets_1', 'id': 'PageList01'}, {'title': 'Additional Links', 'type': 'PageList', 'sectionId': 'sec_Nav_Widgets_2', 'id': 'PageList02'}, {'title': 'Social Links', 'type': 'LinkList', 'sectionId': 'sec_Nav_Widgets_2', 'id': 'LinkList04'}, {'title': 'Pinned Post', 'type': 'FeaturedPost', 'sectionId': 'sec_Top_Widgets', 'id': 'FeaturedPost01', 'postId': '2318616447893426185'}, {'title': 'Blog Posts', 'type': 'Blog', 'sectionId': 'sec_Main_Widgets', 'id': 'Blog01', 'posts': [{'id': '394606734202070230', 'title': 'FICO Innovations: Preventing Gen AI Hallucinations in Finance', 'featuredImage': 'https://lh3.googleusercontent.com/blogger_img_proxy/AEn0k_sIY_hVim27hhEAHNs6oS20eey7IycTMnna2R2Cm6MzeiZgr__0tAiwX1nuvJDV7msc9btLcLnfrtGlZf03PX7XHdVLO4dZwwHp0cQDrc5S1qlTbk5HoFX4wbtR2d3pL7n06mkGo2tId6zzKx4760Xm8uajlvWQ2kI5ZX466xDzp7whC7zJf7XqTUmfmYQ25XH2puHHRxIlf-zCiwyNicmSl3ORj90jVI0Bz0vA_UGJ-HKEydbGBQufwoIjkCWEi3X7YIE8JSzVua42l8UwD6306ME9b-nvg6sacM38txgNXIMphzRf4vI0EbdmWkoP9QxIG9nzQiKpiAZeWEXLyYOV_a2EOzuDaEfCayAgNSPBRkcktEWEdF34AGSzGT5FtfmqEzUTi0mmY2vXEqaMCpgXTAbgBwF0o04UcDWWJvaN5CAye0BvZbWLZ8onPckm_aC8GDVCpFBFRTqONtBSdbRPxYJ2gCK_nRc6Np8d6vkqr1tjSAHB9HxrSRbZtMato5Ydqysdv6mY89IuCbEnfqNO2YVderheKpTS6al-iLboHwXrjYadL_h5pnVRIMkNrK9j6SUa5i8j0E2qFRYjDBNDQf3bznGSEVzNLnVjtJoKFqg8tYJVtLZYqI4EWzUuwtORLAn_M1Ba_MLy_aVVtBmEHA2kseb3OseW3qUnYbJkMuVEOFT_VfgDoAPjNm2e3Z-BSNqve-i57cj6liOjsxBp-U7YVFc5jo5GT-ScyXl4ySpesr-UWAx79tAWsMKcx-pc00nlZoE7dlpQ_Gp7pVjFFStBYbKE1VWZHCl0k1dOwFKZN_zzM8-qXHVsLg5lKclAvL2MTt5WOxdB9xQat3zK0Tt7xGnt3_s8staC5pcyDkpRtdRT', 'showInlineAds': false}], 'footerBylines': [{'regionName': 'footer1', 'items': [{'name': 'timestamp', 'label': 'On'}, {'name': 'comments', 'label': 'Comment'}, {'name': 'share', 'label': ''}]}, {'regionName': 'footer2', 'items': [{'name': 'labels', 'label': 'in'}]}, {'regionName': 'footer3', 'items': [{'name': 'location', 'label': 'Location:'}]}], 'allBylineItems': [{'name': 'timestamp', 'label': 'On'}, {'name': 'comments', 'label': 'Comment'}, {'name': 'share', 'label': ''}, {'name': 'labels', 'label': 'in'}, {'name': 'location', 'label': 'Location:'}]}, {'title': 'Categorized Posts', 'type': 'LinkList', 'sectionId': 'sec_Main_Widgets', 'id': 'LinkList08'}, {'title': 'Table of contents', 'type': 'HTML', 'sectionId': 'sec_Main_Widgets', 'id': 'HTML11'}, {'title': 'Popular Posts', 'type': 'PopularPosts', 'sectionId': 'sec_Side_Widgets', 'id': 'PopularPosts01', 'posts': [{'title': 'Ethereum Surges: BlackRock Leads $500M ETF Inflows as Price Eyes $5,000 Target', 'id': 7435335797307441126}, {'title': 'IMPT: Pioneering Global Carbon Offsetting with Blockchain and Digital Finance', 'id': 7678856349172085320}, {'title': 'Treasury\u2019s Strategic Weapon', 'id': 3295708644567807628}, {'title': 'ZOOZ Power: Riding the Bitcoin Wave to Stock Market Heights', 'id': 5845821149955799485}, {'title': 'Accenture (ACN): Navigating Headwinds with Strategic Resilience and Anticipated Q4 2025 Growth', 'id': 2464680180130971641}]}, {'title': 'Labels', 'type': 'Label', 'sectionId': 'sec_Side_Widgets', 'id': 'Label01'}, {'title': 'Take me back', 'type': 'HTML', 'sectionId': 'sec_Error_404', 'id': 'HTML404'}, {'title': 'Social Media Links', 'type': 'LinkList', 'sectionId': 'sec_Footer_Organization', 'id': 'LinkList21'}, {'title': 'Credit', 'type': 'HTML', 'sectionId': 'sec_Footer_Bottom', 'id': 'HTML21'}, {'title': 'Mobile Menu', 'type': 'TextList', 'sectionId': 'sec_Mobile_Menu', 'id': 'TextList99'}, {'title': 'Labels', 'type': 'Label', 'sectionId': 'sec_Theme_Hidden', 'id': 'Label41'}, {'title': '\u09af\u09cb\u0997\u09be\u09af\u09cb\u0997 \u09ab\u09b0\u09cd\u09ae', 'type': 'ContactForm', 'sectionId': 'sec_Theme_Hidden', 'id': 'ContactForm41'}, {'title': 'Pageviews last month', 'type': 'Stats', 'sectionId': 'sec_Theme_Hidden', 'id': 'Stats41'}, {'title': 'Firebase Configurations', 'type': 'LinkList', 'sectionId': 'sec_Addon_Widgets', 'id': 'LinkList61'}, {'title': 'Cookie Consent [NoTitle]', 'type': 'LinkList', 'sectionId': 'sec_Addon_Widgets', 'id': 'LinkList63'}, {'title': 'Image Uploader', 'type': 'Image', 'sectionId': 'sec_Addon_Widgets', 'id': 'Image61'}]}]);
_WidgetManager._RegisterWidget('_HeaderView', new _WidgetInfo('Header01', 'sec_Header_Title', document.getElementById('Header01'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_BlogSearchView', new _WidgetInfo('BlogSearch01', 'sec_Header_Search', document.getElementById('BlogSearch01'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_TextListView', new _WidgetInfo('TextList01', 'sec_Header_Icon', document.getElementById('TextList01'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList02', 'sec_Header_Icon', document.getElementById('LinkList02'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList03', 'sec_Header_Icon', document.getElementById('LinkList03'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_PageListView', new _WidgetInfo('PageList01', 'sec_Nav_Widgets_1', document.getElementById('PageList01'), {'title': 'Navigation Menu (Simple)', 'links': [{'isCurrentPage': false, 'href': 'https://www.finqura.com/', 'id': '0', 'title': 'Home'}, {'isCurrentPage': false, 'href': 'https://www.finqura.com/p/about-finqura.html?amp\x3d1', 'id': '6613793188098404192', 'title': 'About Finqura'}, {'isCurrentPage': false, 'href': '#', 'title': 'Contact'}], 'mobile': false, 'showPlaceholder': true, 'hasCurrentPage': false}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_PageListView', new _WidgetInfo('PageList02', 'sec_Nav_Widgets_2', document.getElementById('PageList02'), {'title': 'Additional Links', 'links': [{'isCurrentPage': false, 'href': 'https://www.finqura.com/sitemap.xml', 'title': 'Sitemap'}, {'isCurrentPage': false, 'href': '#', 'title': 'Disclaimer'}, {'isCurrentPage': false, 'href': '#', 'title': 'Privacy'}], 'mobile': false, 'showPlaceholder': true, 'hasCurrentPage': false}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList04', 'sec_Nav_Widgets_2', document.getElementById('LinkList04'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_FeaturedPostView', new _WidgetInfo('FeaturedPost01', 'sec_Top_Widgets', document.getElementById('FeaturedPost01'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_BlogView', new _WidgetInfo('Blog01', 'sec_Main_Widgets', document.getElementById('Blog01'), {'cmtInteractionsEnabled': false, 'lightboxEnabled': true, 'lightboxModuleUrl': 'https://www.blogger.com/static/v1/jsbin/2434276967-lbx.js', 'lightboxCssUrl': 'https://www.blogger.com/static/v1/v-css/828616780-lightbox_bundle.css'}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList08', 'sec_Main_Widgets', document.getElementById('LinkList08'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_HTMLView', new _WidgetInfo('HTML11', 'sec_Main_Widgets', document.getElementById('HTML11'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_PopularPostsView', new _WidgetInfo('PopularPosts01', 'sec_Side_Widgets', document.getElementById('PopularPosts01'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LabelView', new _WidgetInfo('Label01', 'sec_Side_Widgets', document.getElementById('Label01'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_HTMLView', new _WidgetInfo('HTML404', 'sec_Error_404', document.getElementById('HTML404'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList21', 'sec_Footer_Organization', document.getElementById('LinkList21'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_HTMLView', new _WidgetInfo('HTML21', 'sec_Footer_Bottom', document.getElementById('HTML21'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_TextListView', new _WidgetInfo('TextList99', 'sec_Mobile_Menu', document.getElementById('TextList99'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LabelView', new _WidgetInfo('Label41', 'sec_Theme_Hidden', document.getElementById('Label41'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_ContactFormView', new _WidgetInfo('ContactForm41', 'sec_Theme_Hidden', document.getElementById('ContactForm41'), {'contactFormMessageSendingMsg': 'Sending...', 'contactFormMessageSentMsg': 'Your message has been sent.', 'contactFormMessageNotSentMsg': 'Message could not be sent. Please try again later.', 'contactFormInvalidEmailMsg': 'A valid email address is required.', 'contactFormEmptyMessageMsg': 'Message field cannot be empty.', 'title': '\u09af\u09cb\u0997\u09be\u09af\u09cb\u0997 \u09ab\u09b0\u09cd\u09ae', 'blogId': '7670458792165888524', 'contactFormNameMsg': 'Name', 'contactFormEmailMsg': 'Email', 'contactFormMessageMsg': 'Message', 'contactFormSendMsg': 'Send', 'contactFormToken': 'AOuZoY7Iw_ky2WqS1GWQihNyuyHMdmTr7g:1758732971060', 'submitUrl': 'https://www.blogger.com/contact-form.do'}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_StatsView', new _WidgetInfo('Stats41', 'sec_Theme_Hidden', document.getElementById('Stats41'), {'title': 'Pageviews last month', 'showGraphicalCounter': false, 'showAnimatedCounter': false, 'showSparkline': true, 'statsUrl': '//www.finqura.com/b/stats?amp\x3d1\x26style\x3dBLACK_TRANSPARENT\x26timeRange\x3dLAST_WEEK\x26token\x3dAPq4FmBDDjgNtu9QuWP3viu8-J2mzaozDcrvndc3ROHt34K_Id10EVix3PJE1hn1Yb7AOziQpd5ZGvOArED8KUPcXmxmfreScw'}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList61', 'sec_Addon_Widgets', document.getElementById('LinkList61'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList63', 'sec_Addon_Widgets', document.getElementById('LinkList63'), {}, 'displayModeFull'));
_WidgetManager._RegisterWidget('_ImageView', new _WidgetInfo('Image61', 'sec_Addon_Widgets', document.getElementById('Image61'), {'resize': false}, 'displayModeFull'));
</script>
</body>