{"id":3262,"date":"2025-03-26T12:01:47","date_gmt":"2025-03-26T01:01:47","guid":{"rendered":"https:\/\/www.begini.co\/?p=3262"},"modified":"2025-07-31T11:28:08","modified_gmt":"2025-07-31T01:28:08","slug":"what-is-alternative-data-and-how-can-it-improve-credit-scoring","status":"publish","type":"post","link":"https:\/\/www.begini.co\/es\/what-is-alternative-data-and-how-can-it-improve-credit-scoring\/","title":{"rendered":"\u00bfQu\u00e9 son los datos alternativos y c\u00f3mo pueden mejorar la calificaci\u00f3n crediticia?\u00a0"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3262\" class=\"elementor elementor-3262\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0599f26 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0599f26\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-51cc563\" data-id=\"51cc563\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4846743 elementor-widget elementor-widget-heading\" data-id=\"4846743\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">What is Alternative Data and how can it improve credit scoring? <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-609c60f elementor-widget elementor-widget-text-editor\" data-id=\"609c60f\" data-element_type=\"widget\" data-e-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\t\t<p>For decades, traditional credit scoring models have relied on a narrow set of financial data &#8211; primarily past loan repayments, credit card usage, and banking history. But in emerging markets, where millions lack access to formal financial services, these models leave many individuals and businesses without a reliable way to prove their creditworthiness.\u00a0<\/p><p>This is where alternative data is transforming the lending landscape. By leveraging behavioural insights, mobile usage patterns, utility bill payments, and other non-traditional indicators, lenders can build a more comprehensive and inclusive picture of a borrower\u2019s financial habits. This shift is enabling financial institutions to reach previously underserved populations while maintaining sound risk assessment practices. In many countries, this movement is being accelerated by Government-backed initiatives.\u00a0\u00a0<\/p>\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-a400571 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"a400571\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-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\t\t<img fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"3263\" data-permalink=\"https:\/\/www.begini.co\/es\/what-is-alternative-data-and-how-can-it-improve-credit-scoring\/alternative-data-credit\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?fit=1200%2C800&amp;ssl=1\" data-orig-size=\"1200,800\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Alternative Data Credit\" data-image-description=\"&lt;p&gt;woman using her cell phone&lt;\/p&gt;\n\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?fit=800%2C534&amp;ssl=1\" width=\"1200\" height=\"800\" src=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?fit=1200%2C800&amp;ssl=1\" class=\"attachment-full size-full wp-image-3263\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?resize=1024%2C683&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?resize=18%2C12&amp;ssl=1 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" data-attachment-id=\"3263\" data-permalink=\"https:\/\/www.begini.co\/es\/what-is-alternative-data-and-how-can-it-improve-credit-scoring\/alternative-data-credit\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?fit=1200%2C800&amp;ssl=1\" data-orig-size=\"1200,800\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Alternative Data Credit\" data-image-description=\"&lt;p&gt;woman using her cell phone&lt;\/p&gt;\n\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2025\/03\/Alternative-Data-Credit.jpg?fit=800%2C534&amp;ssl=1\" \/>\t\t\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-22c4e5c elementor-widget elementor-widget-text-editor\" data-id=\"22c4e5c\" data-element_type=\"widget\" data-e-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\t\t<h2 aria-level=\"2\"><span data-ccp-props=\"{&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:160,&quot;335559739&quot;:80}\">Understanding Alternative Data: What does it include?\u00a0 <\/span><\/h2><p>Alternative data refers to non-traditional sources of information that can help lenders assess credit risk. Some key examples include:\u00a0<\/p><p>\ud83d\udcf1 <strong>Mobile and Digital Footprint<\/strong> \u2013 Payment history for phone bills, data usage patterns, and mobile money transactions can indicate financial discipline.\u00a0<\/p><p>\ud83d\udca1 <strong>Utility and Rent Payments<\/strong> \u2013 Consistently paying electricity, water, or rent bills on time can be a strong indicator of creditworthiness.\u00a0<\/p><p>\ud83d\udcca <strong>Transactional Behaviour<\/strong> \u2013 Small but regular financial transactions, such as e-commerce activity, digital wallet usage, or ride-hailing payments, can show income stability and spending habits.\u00a0<\/p><p>\ud83e\udde0 <strong>Gamified Psychometric Assessments<\/strong> \u2013 Short, interactive tests can measure traits like risk aversion, reliability, and conscientiousness to help build a borrower\u2019s profile.\u00a0<\/p><p>By incorporating these insights, lenders can go beyond the traditional \u201cyes or no\u201d approach and make smarter, more nuanced lending decisions.\u00a0<\/p><h3 aria-level=\"2\">Character Data: Privacy-preserving, predictive credit insights\u00a0<\/h3><p>One of the most promising forms of alternative data is character-based data, derived from psychometric assessments. These assessments provide first-party, opt-in data that measures psychological traits like responsibility, risk aversion, and financial discipline\u2014all without requiring traditional personal or financial information.\u00a0\u00a0<\/p><p>Because psychometric assessments evaluate inherent behavioural traits rather than external financial histories, they offer a fairer and more accurate measure of a borrower&#8217;s true risk profile. Furthermore, as these assessments do not rely on sensitive financial details, they align with global data protection standards such as GDPR and other emerging privacy regulations, ensuring compliance while still providing actionable credit insights.\u00a0<\/p><p>Modern psychometric assessments are a long way from the multiple-choice questionnaires of the past. Begini offers a gamified character assessment based on psychometrics that ensures high completion rates and favourable user experience. By using games and tasks \u2013 not questions \u2013 we assess people on how they think and learn, not what they tell us about themselves. Don\u2019t ask people about their behaviours, allow them to show you, that is the power of modern character assessments.\u00a0<\/p>\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-ceccbc4 elementor-widget elementor-widget-html\" data-id=\"ceccbc4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div>\n  <script async src=\"https:\/\/js.storylane.io\/js\/v2\/storylane.js\"><\/script>\n  <div class=\"sl-embed\" style=\"position:relative;padding-bottom:calc(56.08% + 25px);width:100%;height:0;transform:scale(1)\">\n    <iframe loading=\"lazy\" class=\"sl-demo\" src=\"https:\/\/begini.storylane.io\/demo\/l5tnwhxjzelb?embed=inline\" name=\"sl-embed\" allow=\"fullscreen\" allowfullscreen style=\"position:absolute;top:0;left:0;width:100%!important;height:100%!important;border:1px solid rgba(63,95,172,0.35);box-shadow: 0px 0px 18px rgba(26, 19, 72, 0.15);border-radius:10px;box-sizing:border-box;\"><\/iframe>\n  <\/div>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f21651 elementor-widget elementor-widget-text-editor\" data-id=\"0f21651\" data-element_type=\"widget\" data-e-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\t\t<h2 aria-level=\"2\"><span class=\"TextRun MacChromeBold SCXW223147075 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW223147075 BCX0\" data-ccp-parastyle=\"heading 3\">How<\/span><span class=\"NormalTextRun SCXW223147075 BCX0\" data-ccp-parastyle=\"heading 3\"> Alternative Data <\/span><span class=\"NormalTextRun SCXW223147075 BCX0\" data-ccp-parastyle=\"heading 3\">b<\/span><span class=\"NormalTextRun SCXW223147075 BCX0\" data-ccp-parastyle=\"heading 3\">enefits <\/span><span class=\"NormalTextRun SCXW223147075 BCX0\" data-ccp-parastyle=\"heading 3\">l<\/span><span class=\"NormalTextRun SCXW223147075 BCX0\" data-ccp-parastyle=\"heading 3\">enders and <\/span><span class=\"NormalTextRun SCXW223147075 BCX0\" data-ccp-parastyle=\"heading 3\">b<\/span><span class=\"NormalTextRun SCXW223147075 BCX0\" data-ccp-parastyle=\"heading 3\">orrowers<\/span><\/span><span class=\"EOP SCXW223147075 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">The rise of alternative data-driven credit scoring isn\u2019t just about inclusivity\u2014it\u2019s also <\/span><span data-contrast=\"auto\">good business,<\/span><span data-contrast=\"auto\"> benefiting both lenders and borrowers:<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><ul><li><b><span data-contrast=\"auto\">Expanding Financial Inclusion<\/span><\/b><span data-contrast=\"auto\"> \u2013 Millions of credit-invisible individuals, particularly in emerging markets, now have a chance to access formal financial services.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Better Risk Assessment<\/span><\/b><span data-contrast=\"auto\"> \u2013 Behavioural insights allow lenders to differentiate between high- and low-risk borrowers with greater accuracy.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Faster, More Efficient Lending Decisions<\/span><\/b><span data-contrast=\"auto\"> \u2013 Cloud-based, AI-powered platforms can process alternative data instantly, reducing approval times and operational costs.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li><li><b><span data-contrast=\"auto\">Lower Default Rates<\/span><\/b><span data-contrast=\"auto\"> \u2013 Studies show that incorporating alternative data can improve loan repayment rates, as it provides a fuller picture of borrower behaviour.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li><\/ul>\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-d2c715f elementor-widget elementor-widget-text-editor\" data-id=\"d2c715f\" data-element_type=\"widget\" data-e-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\t\t<h2 aria-level=\"2\"><span class=\"TextRun MacChromeBold SCXW38386663 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW38386663 BCX0\" data-ccp-parastyle=\"heading 3\">Real-World Success: Alternative Data in <\/span><span class=\"NormalTextRun SCXW38386663 BCX0\" data-ccp-parastyle=\"heading 3\">a<\/span><span class=\"NormalTextRun SCXW38386663 BCX0\" data-ccp-parastyle=\"heading 3\">ction<\/span><span class=\"NormalTextRun SCXW38386663 BCX0\" data-ccp-parastyle=\"heading 3\"> using <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW38386663 BCX0\" data-ccp-parastyle=\"heading 3\">Begini<\/span><\/span><span class=\"EOP SCXW38386663 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">\ud83d\udccc <\/span><b><span data-contrast=\"auto\">Case Study: Asset Financing Across Africa<\/span><\/b><span data-contrast=\"auto\"> A not-for-profit organization operating in Malawi, Zimbabwe, Ghana, and Rwanda, sought a way to assess the lending risk of individuals repaying loans for digital devices. By integrating Begini\u2019s psychometric assessment into their loan application process, they increased loan approvals by <\/span><b><span data-contrast=\"auto\">300%<\/span><\/b><span data-contrast=\"auto\"> while also improving <\/span><b><span data-contrast=\"auto\">non-performing loan (NPL) forecasts<\/span><\/b><span data-contrast=\"auto\">. This helped refine product offerings dynamically across different markets.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\ud83d\udccc <\/span><b><span data-contrast=\"auto\">Case Study: Empowering Caribbean SMEs<\/span><\/b><span data-contrast=\"auto\"> A web-based lender in Trinidad and Tobago needed a way to assess small businesses beyond traditional credit analysis. With Begini\u2019s psychometric solutions, they gained deeper insights into entrepreneurs&#8217; willingness to repay. This enriched data strengthened their scoring models, allowing them to confidently approve more loans and expand into <\/span><b><span data-contrast=\"auto\">Barbados and other Caribbean markets<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\ud83d\udccc <\/span><b><span data-contrast=\"auto\">Case Study: BNPL Lending in Thailand<\/span><\/b><span data-contrast=\"auto\"> A major Thai bank wanted to expand its buy-now-pay-later (BNPL) offerings without increasing risk. They implemented Begini\u2019s psychometric assessments on over <\/span><b><span data-contrast=\"auto\">100,000 applicants<\/span><\/b><span data-contrast=\"auto\">, successfully categorizing risk levels. The results showed that borrowers scoring above <\/span><b><span data-contrast=\"auto\">80<\/span><\/b><span data-contrast=\"auto\"> were <\/span><b><span data-contrast=\"auto\">3x less likely to default<\/span><\/b><span data-contrast=\"auto\"> than those scoring below <\/span><b><span data-contrast=\"auto\">50<\/span><\/b><span data-contrast=\"auto\">, proving the effectiveness of alternative data in lending decisions.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\ud83d\udccc <\/span><b><span data-contrast=\"auto\">Case Study: Financing for the Informal Economy in Honduras<\/span><\/b><span data-contrast=\"auto\"> The leading retailer in Honduras integrated Begini\u2019s psychometric assessment into its financing processes to extend credit to unbanked populations. The solution had a <\/span><b><span data-contrast=\"auto\">96.4% completion rate<\/span><\/b><span data-contrast=\"auto\"> and a <\/span><b><span data-contrast=\"auto\">23.3% rescue rate<\/span><\/b><span data-contrast=\"auto\">, meaning nearly a quarter of previously rejected applicants were reconsidered. This initiative significantly improved financial inclusion while maintaining a strong loan portfolio.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\ud83d\udccc <\/span><b><span data-contrast=\"auto\">Case Study: Transforming Homeownership in Colombia<\/span><\/b><span data-contrast=\"auto\"> A proptech startup in Colombia had a gool to enable homeownership through a rent-to-own model. By leveraging Begini\u2019s alternative data solutions, they launched character-based credit assessments in just <\/span><b><span data-contrast=\"auto\">one day<\/span><\/b><span data-contrast=\"auto\">, identifying key behavioural traits linked to repayment commitment. These insights are helping underserved individuals build their creditworthiness and achieve homeownership more efficiently.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">\ud83d\udccc <\/span><b><span data-contrast=\"auto\">Case Study: Supporting Small Businesses in Latin America<\/span><\/b><span data-contrast=\"auto\"> A fintech firm in Latin America used psychometric assessments combined with digital wallet transactions to evaluate small business owners. This approach helped them <\/span><b><span data-contrast=\"auto\">approve 40% more applications<\/span><\/b><span data-contrast=\"auto\"> and offer tailored loan products to growing enterprises.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\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-6f18616 elementor-widget elementor-widget-text-editor\" data-id=\"6f18616\" data-element_type=\"widget\" data-e-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\t\t<h2 aria-level=\"2\"><span class=\"TextRun MacChromeBold SCXW84770288 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW84770288 BCX0\" data-ccp-parastyle=\"heading 3\">Government <\/span><span class=\"NormalTextRun SCXW84770288 BCX0\" data-ccp-parastyle=\"heading 3\">s<\/span><span class=\"NormalTextRun SCXW84770288 BCX0\" data-ccp-parastyle=\"heading 3\">upport for Alternative Data in <\/span><span class=\"NormalTextRun SCXW84770288 BCX0\" data-ccp-parastyle=\"heading 3\">l<\/span><span class=\"NormalTextRun SCXW84770288 BCX0\" data-ccp-parastyle=\"heading 3\">ending<\/span><\/span><span class=\"EOP SCXW84770288 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335559738&quot;:281,&quot;335559739&quot;:281}\">\u00a0<\/span><\/h2><p><span data-contrast=\"auto\">As the financial landscape evolves, some governments are actively encouraging lenders to consider alternative data sources to improve credit access. Regulatory bodies in countries such as India, Brazil, and Kenya have introduced frameworks that allow mobile payments, utility bills, and psychometric assessments to be included in credit scoring models. These initiatives aim to expand financial inclusion while ensuring responsible lending practices.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">For example, the <a href=\"https:\/\/www.rbi.org.in\/scripts\/FS_Speeches.aspx?Id=1355&amp;fn=2765\" target=\"_blank\" rel=\"noopener\">Reserve Bank of India (RBI) has promoted digital lending guidelines that support the use of alternative data<\/a> to assess borrowers who lack traditional credit histories. Similarly, <a href=\"https:\/\/www.bcb.gov.br\/en\/financialstability\/open_finance\" target=\"_blank\" rel=\"noopener\">Brazil&#8217;s central bank has introduced open banking policies<\/a> that allow financial institutions to access consumer-permissioned alternative data, enabling more accurate risk assessment for underserved populations.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">By integrating alternative data, lenders not only comply with evolving regulatory standards but also unlock new opportunities to reach untapped markets.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p><h2 aria-level=\"2\"><span class=\"TextRun MacChromeBold SCXW188554447 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW188554447 BCX0\" data-ccp-parastyle=\"heading 3\">Comprehensive credit scoring is the future <\/span><\/span><span class=\"EOP SCXW188554447 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:281,&quot;335559739&quot;:281,&quot;335559740&quot;:279}\">\u00a0<\/span><\/h2><p><span class=\"TextRun SCXW118731570 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW118731570 BCX0\">By embracing alternative data, lenders can open new revenue streams while promoting financial inclusion. Borrowers, in turn, gain access to fairer, more personalized financial services. As technology continues to evolve, <\/span><\/span><span class=\"TextRun MacChromeBold SCXW118731570 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW118731570 BCX0\">alternative data will play a crucial role in shaping the future of credit scoring<\/span><span class=\"NormalTextRun SCXW118731570 BCX0\"> &#8211; <\/span><\/span><span class=\"TextRun SCXW118731570 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW118731570 BCX0\">one that is more <\/span><span class=\"NormalTextRun SCXW118731570 BCX0\">equitable<\/span><span class=\"NormalTextRun SCXW118731570 BCX0\">, efficient, and impactful.<\/span><\/span><span class=\"EOP SCXW118731570 BCX0\" data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\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-3ab0348 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3ab0348\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d34839b elementor-widget elementor-widget-text-editor\" data-id=\"d34839b\" data-element_type=\"widget\" data-e-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\t\t<h2>FAQ<\/h2>\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-20e95a9 elementor-widget elementor-widget-n-accordion\" data-id=\"20e95a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3450\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-3450\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> How does Alternative Data improve credit scoring for people without a credit history? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3450\" class=\"elementor-element elementor-element-85e7e9d e-con-full e-flex e-con e-child\" data-id=\"85e7e9d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6ad639 elementor-widget elementor-widget-text-editor\" data-id=\"a6ad639\" data-element_type=\"widget\" data-e-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\t\t<p><span class=\"NormalTextRun SCXW165527798 BCX0\">Alternative data expands credit access by analy<\/span><span class=\"NormalTextRun SCXW165527798 BCX0\">s<\/span><span class=\"NormalTextRun SCXW165527798 BCX0\">ing <\/span><span class=\"NormalTextRun SCXW165527798 BCX0\">behavioural<\/span><span class=\"NormalTextRun SCXW165527798 BCX0\"> insights, mobile transactions, utility payments, and <\/span><span class=\"NormalTextRun SCXW165527798 BCX0\">character data<\/span><span class=\"NormalTextRun SCXW165527798 BCX0\">. This helps lenders assess <\/span><span class=\"NormalTextRun SCXW165527798 BCX0\">financial responsibility<\/span><span class=\"NormalTextRun SCXW165527798 BCX0\"> even when traditional credit data is unavailable.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3451\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3451\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Is Alternative Data credit scoring reliable? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3451\" class=\"elementor-element elementor-element-2bc9f91 e-con-full e-flex e-con e-child\" data-id=\"2bc9f91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-51390eb elementor-widget elementor-widget-text-editor\" data-id=\"51390eb\" data-element_type=\"widget\" data-e-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\t\t<p><span class=\"NormalTextRun SCXW22111011 BCX0\"> Ye<\/span><span class=\"NormalTextRun SCXW22111011 BCX0\">s, s<\/span><span class=\"NormalTextRun SCXW22111011 BCX0\">tudies show that <\/span><span class=\"NormalTextRun SCXW22111011 BCX0\">behavioural<\/span><span class=\"NormalTextRun SCXW22111011 BCX0\"> and <\/span><span class=\"NormalTextRun SCXW22111011 BCX0\">character data from sources such as <\/span><span class=\"NormalTextRun SCXW22111011 BCX0\">psychometric assessments<\/span> <span class=\"NormalTextRun SCXW22111011 BCX0\">can <\/span><span class=\"NormalTextRun SCXW22111011 BCX0\">accurately <\/span><span class=\"NormalTextRun SCXW22111011 BCX0\">predict loan repayment rates.<\/span><span class=\"NormalTextRun SCXW22111011 BCX0\"> Additionally, as there is little correlation between alternative and traditional credit data, they <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW22111011 BCX0\">are can be<\/span><span class=\"NormalTextRun SCXW22111011 BCX0\"> combined to provide predictive uplift. <\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3452\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3452\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Does using Alternative Data comply with data privacy regulations? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3452\" class=\"elementor-element elementor-element-056837d e-con-full e-flex e-con e-child\" data-id=\"056837d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8b54870 elementor-widget elementor-widget-text-editor\" data-id=\"8b54870\" data-element_type=\"widget\" data-e-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\t\t<p><span class=\"TextRun SCXW25297084 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW25297084 BCX0\">Yes. Many alternative data sources, such as psychometric assessments, <\/span><span class=\"NormalTextRun SCXW25297084 BCX0\">operate<\/span><span class=\"NormalTextRun SCXW25297084 BCX0\"> on <\/span><\/span><span class=\"TextRun MacChromeBold SCXW25297084 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW25297084 BCX0\">first-party, opt-in data<\/span><\/span><span class=\"TextRun SCXW25297084 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW25297084 BCX0\"> without requiring personal financial information. This ensures compliance with <\/span><\/span><span class=\"TextRun MacChromeBold SCXW25297084 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW25297084 BCX0\">GDPR<\/span><\/span><span class=\"TextRun SCXW25297084 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW25297084 BCX0\"> and other local privacy laws while <\/span><span class=\"NormalTextRun SCXW25297084 BCX0\">maintaining<\/span><span class=\"NormalTextRun SCXW25297084 BCX0\"> strong predictive power.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3453\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3453\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Can Alternative Data help reduce loan defaults? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3453\" class=\"elementor-element elementor-element-fff33a7 e-con-full e-flex e-con e-child\" data-id=\"fff33a7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a3d0d2 elementor-widget elementor-widget-text-editor\" data-id=\"3a3d0d2\" data-element_type=\"widget\" data-e-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\t\t<p><span class=\"TextRun SCXW183216452 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183216452 BCX0\">Absolutely. By <\/span><span class=\"NormalTextRun SCXW183216452 BCX0\">analysing<\/span> <\/span><span class=\"TextRun MacChromeBold SCXW183216452 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183216452 BCX0\">real-time <\/span><span class=\"NormalTextRun SCXW183216452 BCX0\">behavioural<\/span><span class=\"NormalTextRun SCXW183216452 BCX0\"> patterns<\/span><\/span><span class=\"TextRun SCXW183216452 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183216452 BCX0\">, lenders can distinguish between high- and low-risk borrowers more effectively. Case studies have shown <\/span><\/span><span class=\"TextRun MacChromeBold SCXW183216452 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183216452 BCX0\">up to 6% reductions in non-performing loans (NPLs)<\/span><\/span><span class=\"TextRun SCXW183216452 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW183216452 BCX0\"> using alternative data models.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-3454\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-3454\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> What types of lenders benefit most from Alternative Data? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><i aria-hidden=\"true\" class=\"fas fa-minus\"><\/i><\/span>\n\t\t\t<span class='e-closed'><i aria-hidden=\"true\" class=\"fas fa-plus\"><\/i><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-3454\" class=\"elementor-element elementor-element-de47042 e-con-full e-flex e-con e-child\" data-id=\"de47042\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3479106 elementor-widget elementor-widget-text-editor\" data-id=\"3479106\" data-element_type=\"widget\" data-e-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\t\t<p><span class=\"TextRun SCXW135934974 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW135934974 BCX0\">Alternative data is particularly useful for <\/span><\/span><span class=\"TextRun MacChromeBold SCXW135934974 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW135934974 BCX0\">microfinance institutions, digital lenders, BNPL providers, and banks<\/span><\/span><span class=\"TextRun SCXW135934974 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW135934974 BCX0\"> looking to expand credit access in emerging markets. It helps reach <\/span><\/span><span class=\"TextRun MacChromeBold SCXW135934974 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW135934974 BCX0\">underbanked populations, small businesses, and gig economy workers<\/span><\/span><span class=\"TextRun SCXW135934974 BCX0\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW135934974 BCX0\"> who may lack formal credit histories.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3ec29a elementor-widget elementor-widget-spacer\" data-id=\"a3ec29a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-32273e3\" data-id=\"32273e3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-392c235 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"392c235\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1095163\" data-id=\"1095163\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2670de1 elementor-widget elementor-widget-heading\" data-id=\"2670de1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Share:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-bc1d2d1\" data-id=\"bc1d2d1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c6581eb elementor-share-buttons--view-icon elementor-share-buttons--skin-framed elementor-share-buttons--shape-circle elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"c6581eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b6d758 elementor-widget elementor-widget-heading\" data-id=\"7b6d758\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">More Posts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cecb08a elementor-grid-1 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-widget elementor-widget-posts\" data-id=\"cecb08a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;1&quot;,&quot;classic_columns_tablet&quot;:&quot;2&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-4162 post type-post status-publish format-standard has-post-thumbnail hentry category-alternative-data category-financial-inclusion tag-credit-score tag-financial-inclusion tag-latam\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.begini.co\/es\/unlocking-housing-access-in-latam-with-behavioural-data\/\" tabindex=\"-1\" target=&quot;_blank&quot;>\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" data-attachment-id=\"4277\" data-permalink=\"https:\/\/www.begini.co\/es\/unlocking-housing-access-in-latam-with-behavioural-data\/housing-access-in-latam_landscape\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/06\/Housing-access-in-LATAM_landscape.webp?fit=1200%2C800&amp;ssl=1\" data-orig-size=\"1200,800\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"Housing access in LATAM_landscape\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/06\/Housing-access-in-LATAM_landscape.webp?fit=800%2C534&amp;ssl=1\" width=\"300\" height=\"200\" 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https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/06\/Housing-access-in-LATAM_landscape.webp?resize=1024%2C683&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/06\/Housing-access-in-LATAM_landscape.webp?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/06\/Housing-access-in-LATAM_landscape.webp?resize=18%2C12&amp;ssl=1 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.begini.co\/es\/unlocking-housing-access-in-latam-with-behavioural-data\/\" target=&quot;_blank&quot;>\n\t\t\t\tUnlocking housing access in LATAM with behavioural data\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t<div class=\"elementor-post__read-more-wrapper\">\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.begini.co\/es\/unlocking-housing-access-in-latam-with-behavioural-data\/\" aria-label=\"M\u00e1s informaci\u00f3n sobre Unlocking housing access in LATAM with behavioural data\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-3952 post type-post status-publish format-standard has-post-thumbnail hentry category-alternative-data category-credit-scores category-financial-inclusion tag-credit-inclusion tag-credit-score tag-latam tag-msme tag-psychometrics tag-sme tag-unbanked\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.begini.co\/es\/beyond-the-credit-bureau\/\" tabindex=\"-1\" target=&quot;_blank&quot;>\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" data-attachment-id=\"3953\" data-permalink=\"https:\/\/www.begini.co\/es\/beyond-the-credit-bureau\/beyond-the-bureau\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?fit=1200%2C800&amp;ssl=1\" data-orig-size=\"1200,800\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Beyond the Bureau\" data-image-description=\"&lt;p&gt;Two young latin american women shopping.&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Alternative credit scoring in LATAM&lt;\/p&gt;\n\" data-large-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?fit=800%2C534&amp;ssl=1\" width=\"300\" height=\"200\" src=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?fit=300%2C200&amp;ssl=1\" class=\"attachment-medium size-medium wp-image-3953\" alt=\"\" data-attachment-id=\"3953\" data-permalink=\"https:\/\/www.begini.co\/es\/beyond-the-credit-bureau\/beyond-the-bureau\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?fit=1200%2C800&amp;ssl=1\" data-orig-size=\"1200,800\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Beyond the Bureau\" data-image-description=\"&lt;p&gt;Two young latin american women shopping.&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Alternative credit scoring in LATAM&lt;\/p&gt;\n\" data-large-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?fit=800%2C534&amp;ssl=1\" srcset=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?resize=1024%2C683&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/03\/Beyond-the-Bureau.webp?resize=18%2C12&amp;ssl=1 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.begini.co\/es\/beyond-the-credit-bureau\/\" target=&quot;_blank&quot;>\n\t\t\t\tBeyond the Credit Bureau\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t<div class=\"elementor-post__read-more-wrapper\">\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.begini.co\/es\/beyond-the-credit-bureau\/\" aria-label=\"M\u00e1s informaci\u00f3n sobre Beyond the Credit Bureau\" tabindex=\"-1\" target=\"_blank\">\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-3839 post type-post status-publish format-standard has-post-thumbnail hentry category-alternative-data category-company-news category-credit-scores category-financial-inclusion tag-credit-inclusion tag-credit-score tag-msme tag-psychometrics tag-sme tag-unbanked\" role=\"listitem\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.begini.co\/es\/why-credit-history-alone-fails\/\" tabindex=\"-1\" target=&quot;_blank&quot;>\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"3857\" data-permalink=\"https:\/\/www.begini.co\/es\/why-credit-history-alone-fails\/ecuador\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?fit=1200%2C800&amp;ssl=1\" data-orig-size=\"1200,800\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Ecuador\" data-image-description=\"&lt;p&gt;expanding credit access in informal economies with behavioural analytics&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;expanding credit access in informal economies with behavioural analytics&lt;\/p&gt;\n\" data-large-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?fit=800%2C534&amp;ssl=1\" width=\"300\" height=\"200\" src=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?fit=300%2C200&amp;ssl=1\" class=\"attachment-medium size-medium wp-image-3857\" alt=\"informal marketplace in latin america\" data-attachment-id=\"3857\" data-permalink=\"https:\/\/www.begini.co\/es\/why-credit-history-alone-fails\/ecuador\/\" data-orig-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?fit=1200%2C800&amp;ssl=1\" data-orig-size=\"1200,800\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Ecuador\" data-image-description=\"&lt;p&gt;expanding credit access in informal economies with behavioural analytics&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;expanding credit access in informal economies with behavioural analytics&lt;\/p&gt;\n\" data-large-file=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?fit=800%2C534&amp;ssl=1\" srcset=\"https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?resize=300%2C200&amp;ssl=1 300w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?resize=1024%2C683&amp;ssl=1 1024w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?resize=768%2C512&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.begini.co\/wp-content\/uploads\/2026\/01\/Ecuador.webp?resize=18%2C12&amp;ssl=1 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.begini.co\/es\/why-credit-history-alone-fails\/\" target=&quot;_blank&quot;>\n\t\t\t\tWhy credit history alone fails in informal economies\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t\t<div class=\"elementor-post__read-more-wrapper\">\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.begini.co\/es\/why-credit-history-alone-fails\/\" 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