{"id":39383,"date":"2024-09-19T00:08:23","date_gmt":"2024-09-19T00:08:23","guid":{"rendered":"https:\/\/webdev.infinite.com\/?p=39383"},"modified":"2025-02-03T12:02:05","modified_gmt":"2025-02-03T12:02:05","slug":"data-platform-modernization-for-a-premier-lender","status":"publish","type":"post","link":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/","title":{"rendered":"Data platform modernization for a premier lender"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"39383\" class=\"elementor elementor-39383\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2b6a864 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2b6a864\" 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-100 elementor-top-column elementor-element elementor-element-7f8beee\" data-id=\"7f8beee\" 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-4a10f25 elementor-widget elementor-widget-heading\" data-id=\"4a10f25\" 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<p class=\"elementor-heading-title elementor-size-default\">About the Company<\/p>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-046b1a7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"046b1a7\" 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-100 elementor-top-column elementor-element elementor-element-6817abb\" data-id=\"6817abb\" 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-15ebcb1 elementor-widget elementor-widget-text-editor\" data-id=\"15ebcb1\" 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>The Lending firm addresses gaps in the financial landscape by offering loan solutions specifically designed for individuals with poor or limited credit histories. Catering to those who face challenges with traditional banking-such as individuals with lower credit scores or those needing quick access to funds-the firm promotes financial inclusivity and extends support to a broader range of higher-risk consumers.<\/p>\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-17c8ce2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"17c8ce2\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-100 elementor-top-column elementor-element elementor-element-9e46563\" data-id=\"9e46563\" 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-9915c35 elementor-widget elementor-widget-heading\" data-id=\"9915c35\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Background of Business Problem<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ac5837 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3ac5837\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">The client sought to modernize the current data ingestion, ETL pipelines and business intelligence reporting data. Traditional data warehouses can struggle with scalability, particularly as data volumes grow. Scaling up can be costly and time consuming. Performance can degrade with large datasets and complex queries. Indexing and optimization are necessary but can be labor-intensive. Performance tuning, adding indexes, and optimizing queries can help but require significant expertise.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-7f73dd2 elementor-widget elementor-widget-heading\" data-id=\"7f73dd2\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Our Approach &amp; Solution<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0327e1f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0327e1f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-51101a1\" data-id=\"51101a1\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-9078478 elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"9078478\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">Infinite proposed solution using serverless spark to offload database computation to spark, this will significantly improve overall performance.<\/p><\/div><\/div>\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-5e9819a\" data-id=\"5e9819a\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-28bdced elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"28bdced\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">After evaluating multiple solutions like OCI Dataflow, Snowflake, Databricks \u2013 we converged on databricks.<\/p><\/div><\/div>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6220c0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6220c0d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-dc86b5b\" data-id=\"dc86b5b\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-30fcb31 elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"30fcb31\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">We used a more evolutionary approach on the ingestion side, by using ADF to orchestrate the databricks notebooks. We also proposed workflows, but agreed with the client that we focus on the core ETL flows.<\/p><\/div><\/div>\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-77b1493\" data-id=\"77b1493\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-45b8740 elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"45b8740\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">We reverse engineered the existing legacy SSIS packages and maintained a similar bounded context, however, completely offload most computation from the database query to the spark Dataframes.<\/p><\/div><\/div>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-bad436a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bad436a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-865afe3\" data-id=\"865afe3\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-c11f2bf elementor-vertical-align-top elementor-widget elementor-widget-image-box\" data-id=\"c11f2bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><p class=\"elementor-image-box-description\">The proposed Medallion architecture provided clear egress points for data and specifically for the existing BI stored procedures. However, the client did not want to reauthor the existing BI stored procedures to work with Databricks SQL Analytics. We ended up copying the data to a Synapse Endpoint so the BI stored procs could execute in a backward compatible mode.<\/p><\/div><\/div>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7cd266c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7cd266c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-100 elementor-top-column elementor-element elementor-element-e388a4a\" data-id=\"e388a4a\" 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-9080383 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9080383\" 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-100 elementor-inner-column elementor-element elementor-element-ede60f0\" data-id=\"ede60f0\" 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-8c4ccfb elementor-widget elementor-widget-heading\" data-id=\"8c4ccfb\" 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<p class=\"elementor-heading-title elementor-size-default\">Business Outcomes<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b05bccb elementor-widget elementor-widget-text-editor\" data-id=\"b05bccb\" 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>The solution provided a convergence of ETL, data science and BI workflows. Infinite\u2019s proposed solution helped to unify structured and unstructured data processing, enabling comprehensive data assessment models.<\/p><p><strong>Here are some of the key performance metrics:<\/strong><\/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-de170f3 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"de170f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Resilient pipeline processing, checkpointing help pipelines recover much faster 3x. Monitor the number of job failures to identify stability issues and areas needing debugging.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-3be0eab elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3be0eab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Business data generation saw a 2x multiple improvement.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-64c71e4 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"64c71e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Metrics and tracing in databricks notebooks helped on call engineer with key debugging pointers. It also helped setup alerting for on call.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-077f793 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"077f793\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">We were able to provide the customer with cost per job query for various data sources like Salesforce, loan management platforms.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-2202ee3 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2202ee3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">We also provided data lineage for the customer, which was needed for various compliance initiatives.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-17ea68a elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"17ea68a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Data processing and quality checks helped the customer with their KPI evaluations.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e61f27d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e61f27d\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-100 elementor-top-column elementor-element elementor-element-26a54fd\" data-id=\"26a54fd\" 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-caa1353 elementor-widget elementor-widget-text-editor\" data-id=\"caa1353\" 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\tAs your trusted IT services provider, we invite you to partner with us to explore how our expertise and solutions can drive transformative outcomes for your business. Together, we can navigate the complexities of your transformation Journey, accelerate growth, and achieve sustained success in the dynamic landscape of financial services. Contact us today to embark on this journey together !\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a81659 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6a81659\" 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-100 elementor-top-column elementor-element elementor-element-a498fe6\" data-id=\"a498fe6\" 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-c572899 popmake-34668 elementor-widget elementor-widget-button\" data-id=\"c572899\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file-pdf\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Case Study<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The Lending firm addresses gaps in the financial landscape by offering loan solutions specifically designed for individuals with poor or limited credit histories.<\/p>\n","protected":false},"author":4,"featured_media":39788,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[33],"tags":[56,63],"class_list":["post-39383","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-study","tag-banking-financial-services","tag-lending"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data platform modernization for a premier lender<\/title>\n<meta name=\"description\" content=\"The Lending firm addresses gaps in the financial landscape by offering loan solutions specifically designed for individuals with poor or limited credit histories.\" \/>\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.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data platform modernization for a premier lender\" \/>\n<meta property=\"og:description\" content=\"The Lending firm addresses gaps in the financial landscape by offering loan solutions specifically designed for individuals with poor or limited credit histories.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/\" \/>\n<meta property=\"og:site_name\" content=\"Infinite Computer Solutions\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/infinitecomputersolutions\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-19T00:08:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-03T12:02:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"750\" \/>\n\t<meta property=\"og:image:height\" content=\"423\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Infinite\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@InfiniteOFCL\" \/>\n<meta name=\"twitter:site\" content=\"@InfiniteOFCL\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Infinite\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/\"},\"author\":{\"name\":\"Infinite\",\"@id\":\"https:\/\/www.infinite.com\/#\/schema\/person\/96421f67de7be261f47b3d4dce5e7f79\"},\"headline\":\"Data platform modernization for a premier lender\",\"datePublished\":\"2024-09-19T00:08:23+00:00\",\"dateModified\":\"2025-02-03T12:02:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/\"},\"wordCount\":499,\"publisher\":{\"@id\":\"https:\/\/www.infinite.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg\",\"keywords\":[\"Banking &amp; Financial Services\",\"Lending\"],\"articleSection\":[\"Case Study\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/\",\"url\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/\",\"name\":\"Data platform modernization for a premier lender\",\"isPartOf\":{\"@id\":\"https:\/\/www.infinite.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg\",\"datePublished\":\"2024-09-19T00:08:23+00:00\",\"dateModified\":\"2025-02-03T12:02:05+00:00\",\"description\":\"The Lending firm addresses gaps in the financial landscape by offering loan solutions specifically designed for individuals with poor or limited credit histories.\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#primaryimage\",\"url\":\"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg\",\"contentUrl\":\"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg\",\"width\":750,\"height\":423},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.infinite.com\/#website\",\"url\":\"https:\/\/www.infinite.com\/\",\"name\":\"Infinite Computer Solutions\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.infinite.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.infinite.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.infinite.com\/#organization\",\"name\":\"Infinite Computer Solutions\",\"url\":\"https:\/\/www.infinite.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.infinite.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.infinite.com\/wp-content\/uploads\/2023\/04\/Infinite.jpg\",\"contentUrl\":\"https:\/\/www.infinite.com\/wp-content\/uploads\/2023\/04\/Infinite.jpg\",\"width\":1200,\"height\":630,\"caption\":\"Infinite Computer Solutions\"},\"image\":{\"@id\":\"https:\/\/www.infinite.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/infinitecomputersolutions\",\"https:\/\/x.com\/InfiniteOFCL\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.infinite.com\/#\/schema\/person\/96421f67de7be261f47b3d4dce5e7f79\",\"name\":\"Infinite\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.infinite.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/44675381821abe2dbc082a82530112f5c25952013b166e1759bac2e58430dfda?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/44675381821abe2dbc082a82530112f5c25952013b166e1759bac2e58430dfda?s=96&d=mm&r=g\",\"caption\":\"Infinite\"},\"url\":\"https:\/\/www.infinite.com\/author\/infinite\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data platform modernization for a premier lender","description":"The Lending firm addresses gaps in the financial landscape by offering loan solutions specifically designed for individuals with poor or limited credit histories.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/","og_locale":"en_US","og_type":"article","og_title":"Data platform modernization for a premier lender","og_description":"The Lending firm addresses gaps in the financial landscape by offering loan solutions specifically designed for individuals with poor or limited credit histories.","og_url":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/","og_site_name":"Infinite Computer Solutions","article_publisher":"https:\/\/www.facebook.com\/infinitecomputersolutions","article_published_time":"2024-09-19T00:08:23+00:00","article_modified_time":"2025-02-03T12:02:05+00:00","og_image":[{"width":750,"height":423,"url":"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg","type":"image\/jpeg"}],"author":"Infinite","twitter_card":"summary_large_image","twitter_creator":"@InfiniteOFCL","twitter_site":"@InfiniteOFCL","twitter_misc":{"Written by":"Infinite","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#article","isPartOf":{"@id":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/"},"author":{"name":"Infinite","@id":"https:\/\/www.infinite.com\/#\/schema\/person\/96421f67de7be261f47b3d4dce5e7f79"},"headline":"Data platform modernization for a premier lender","datePublished":"2024-09-19T00:08:23+00:00","dateModified":"2025-02-03T12:02:05+00:00","mainEntityOfPage":{"@id":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/"},"wordCount":499,"publisher":{"@id":"https:\/\/www.infinite.com\/#organization"},"image":{"@id":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#primaryimage"},"thumbnailUrl":"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg","keywords":["Banking &amp; Financial Services","Lending"],"articleSection":["Case Study"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/","url":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/","name":"Data platform modernization for a premier lender","isPartOf":{"@id":"https:\/\/www.infinite.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#primaryimage"},"image":{"@id":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#primaryimage"},"thumbnailUrl":"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg","datePublished":"2024-09-19T00:08:23+00:00","dateModified":"2025-02-03T12:02:05+00:00","description":"The Lending firm addresses gaps in the financial landscape by offering loan solutions specifically designed for individuals with poor or limited credit histories.","inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.infinite.com\/lending\/case-study\/data-platform-modernization-for-a-premier-lender\/#primaryimage","url":"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg","contentUrl":"https:\/\/www.infinite.com\/wp-content\/uploads\/2024\/09\/Modern-Data-Platform-Modernization-of-a-top-Canadian-subprime-lender-data-architecture.jpg","width":750,"height":423},{"@type":"WebSite","@id":"https:\/\/www.infinite.com\/#website","url":"https:\/\/www.infinite.com\/","name":"Infinite Computer Solutions","description":"","publisher":{"@id":"https:\/\/www.infinite.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.infinite.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.infinite.com\/#organization","name":"Infinite Computer Solutions","url":"https:\/\/www.infinite.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.infinite.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.infinite.com\/wp-content\/uploads\/2023\/04\/Infinite.jpg","contentUrl":"https:\/\/www.infinite.com\/wp-content\/uploads\/2023\/04\/Infinite.jpg","width":1200,"height":630,"caption":"Infinite Computer Solutions"},"image":{"@id":"https:\/\/www.infinite.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/infinitecomputersolutions","https:\/\/x.com\/InfiniteOFCL"]},{"@type":"Person","@id":"https:\/\/www.infinite.com\/#\/schema\/person\/96421f67de7be261f47b3d4dce5e7f79","name":"Infinite","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.infinite.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/44675381821abe2dbc082a82530112f5c25952013b166e1759bac2e58430dfda?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/44675381821abe2dbc082a82530112f5c25952013b166e1759bac2e58430dfda?s=96&d=mm&r=g","caption":"Infinite"},"url":"https:\/\/www.infinite.com\/author\/infinite\/"}]}},"_links":{"self":[{"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/posts\/39383","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/comments?post=39383"}],"version-history":[{"count":4,"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/posts\/39383\/revisions"}],"predecessor-version":[{"id":40823,"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/posts\/39383\/revisions\/40823"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/media\/39788"}],"wp:attachment":[{"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/media?parent=39383"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/categories?post=39383"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.infinite.com\/wp-json\/wp\/v2\/tags?post=39383"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}