{"id":52020,"date":"2024-08-29T06:40:26","date_gmt":"2024-08-29T06:40:26","guid":{"rendered":"https:\/\/sigma-redesign.sigmainfo.net\/?post_type=case-studies&#038;p=52020"},"modified":"2024-09-11T06:50:11","modified_gmt":"2024-09-11T06:50:11","slug":"automating-document-validation-with-amazon-textract","status":"publish","type":"case-studies","link":"https:\/\/sigma-ai.sigmainfo.net\/au\/case-studies\/automating-document-validation-with-amazon-textract\/","title":{"rendered":"Automating Document Validation with Amazon Textract"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dh4rq6-ae6b7d39b3b9162f517ee324923db88e\">\n#top .av-special-heading.av-m0dh4rq6-ae6b7d39b3b9162f517ee324923db88e{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-m0dh4rq6-ae6b7d39b3b9162f517ee324923db88e .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-m0dh4rq6-ae6b7d39b3b9162f517ee324923db88e .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-m0dh4rq6-ae6b7d39b3b9162f517ee324923db88e av-special-heading-h1 blockquote modern-quote modern-centered'><h1 class='av-special-heading-tag'  itemprop=\"headline\"  >Automating Document Validation with Amazon Textract<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721\">\n#top .hr.av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721 .hr-inner{\nwidth:50px;\nborder-color:#8dc321;\n}\n<\/style>\n<div  class='hr av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721 hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dh68vk-2fc0c89dcc31564077588399177dd0da\">\n.avia-image-container.av-m0dh68vk-2fc0c89dcc31564077588399177dd0da img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-m0dh68vk-2fc0c89dcc31564077588399177dd0da .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-m0dh68vk-2fc0c89dcc31564077588399177dd0da av-styling- avia-align-center'   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-52041 avia-img-lazy-loading-not-52041 avia_image ' src=\"https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/08\/Automating-Document-Validation-with-Amazon-Textract.webp\" alt='Automating Document Validation with Amazon Textract' title='Automating Document Validation with Amazon Textract'  height=\"281\" width=\"1200\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/08\/Automating-Document-Validation-with-Amazon-Textract.webp 1200w, https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/08\/Automating-Document-Validation-with-Amazon-Textract-300x70.webp 300w, https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/08\/Automating-Document-Validation-with-Amazon-Textract-1030x241.webp 1030w, https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/08\/Automating-Document-Validation-with-Amazon-Textract-768x180.webp 768w, https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/08\/Automating-Document-Validation-with-Amazon-Textract-705x165.webp 705w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/div><\/div><\/div>\n<div  class='flex_column av-av_one_half-048119fdb636ea3d70edc0b975509c6c av_one_half first flex_column_div  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dhkhd0-b6ac6d9053e20d313e8948cac159f5ce\">\n#top .av-special-heading.av-m0dhkhd0-b6ac6d9053e20d313e8948cac159f5ce{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-m0dhkhd0-b6ac6d9053e20d313e8948cac159f5ce .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-m0dhkhd0-b6ac6d9053e20d313e8948cac159f5ce .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-m0dhkhd0-b6ac6d9053e20d313e8948cac159f5ce av-special-heading-h3 blockquote modern-quote  heading'><h3 class='av-special-heading-tag'  itemprop=\"headline\"  >Client Organization<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-m0dh6j7g-d18d9dd5a85bfac049605535db7eab5c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">The client is a provider of innovative solutions specifically designed for mortgage lenders. Their platform focuses on simplifying the loan process by eliminating the need for paperwork, enhancing data transparency, and improving efficiency in borrower verification.<\/span><\/p>\n<\/div><\/section><\/p><\/div>\n<div  class='flex_column av-av_one_half-feecfcc73494c68bb0d1632d1d5c38ae av_one_half flex_column_div  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_heading-db4c6702a109a0f4b3a7e6a469a4367f\">\n#top .av-special-heading.av-av_heading-db4c6702a109a0f4b3a7e6a469a4367f{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-av_heading-db4c6702a109a0f4b3a7e6a469a4367f .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-av_heading-db4c6702a109a0f4b3a7e6a469a4367f .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-av_heading-db4c6702a109a0f4b3a7e6a469a4367f av-special-heading-h3 blockquote modern-quote  heading'><h3 class='av-special-heading-tag'  itemprop=\"headline\"  >Project Brief<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n<section  class='av_textblock_section av-m0dh6q64-bb49589943c95eb2565d62ad2033e4ec '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">The client was facing significant challenges in processing loan applications due to the manual validation of essential documents like Social Security Numbers (SSN), bank statements, pay stubs, and other supporting documents. The manual process was time-consuming, prone to errors, and resulted in extended loan approval times, leading to customer dissatisfaction and increased operational costs.<\/span><\/p>\n<\/div><\/section><\/p><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_section-9b6fbf25c5b4c5c86bc0bfe77cd03eed\">\n.avia-section.av-av_section-9b6fbf25c5b4c5c86bc0bfe77cd03eed{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/07\/business-office-work-300x200.webp);\nbackground-position:50% 50%;\nbackground-attachment:fixed;\n}\n.avia-section.av-av_section-9b6fbf25c5b4c5c86bc0bfe77cd03eed .av-section-color-overlay{\nopacity:0.9;\nbackground-color:#35383c;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-av_section-9b6fbf25c5b4c5c86bc0bfe77cd03eed main_color avia-section-default avia-no-border-styling avia-full-stretch avia-bg-style-fixed av-section-color-overlay-active container_wrap sidebar_right'  data-section-bg-repeat='stretch'><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_heading-a38398ab06f901a12c408f07f530346f\">\n#top .av-special-heading.av-av_heading-a38398ab06f901a12c408f07f530346f{\npadding-bottom:10px;\ncolor:#ffffff;\n}\nbody .av-special-heading.av-av_heading-a38398ab06f901a12c408f07f530346f .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-av_heading-a38398ab06f901a12c408f07f530346f .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-av_heading-a38398ab06f901a12c408f07f530346f .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-av_heading-a38398ab06f901a12c408f07f530346f av-special-heading-h2 custom-color-heading blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >Business Needs And Challenges<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_hr-f9cbe5a8bc6db256dad8c59f4ea3b236\">\n#top .hr.av-av_hr-f9cbe5a8bc6db256dad8c59f4ea3b236{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-av_hr-f9cbe5a8bc6db256dad8c59f4ea3b236 .hr-inner{\nwidth:50px;\nborder-color:#ffffff;\n}\n<\/style>\n<div  class='hr av-av_hr-f9cbe5a8bc6db256dad8c59f4ea3b236 hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-av_one_half-5ee163123e8ea9be5a34212ec719565f av_one_half first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dh8xi5-08d3e2701a5054a5e07a0eb5c2d9c9ef\">\n#top .avia-icon-list-container.av-m0dh8xi5-08d3e2701a5054a5e07a0eb5c2d9c9ef .iconlist_icon{\ncolor:#ffffff;\n}\n#top #wrap_all .avia-icon-list-container.av-m0dh8xi5-08d3e2701a5054a5e07a0eb5c2d9c9ef .av_iconlist_title{\ncolor:#ffffff;\n}\n.avia-icon-list-container.av-m0dh8xi5-08d3e2701a5054a5e07a0eb5c2d9c9ef .iconlist_content{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-icon-list-container av-m0dh8xi5-08d3e2701a5054a5e07a0eb5c2d9c9ef'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-m0dh8xi5-08d3e2701a5054a5e07a0eb5c2d9c9ef avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m0dh7kcs-cb12eb7d72ea6a1da74f99839ff311f5 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p><b>Time-Consuming Processes:<\/b><span style=\"font-weight: 400;\"> Manual validation of critical loan documents slowed down the loan approval process.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m0dh7xho-c2a4dfee1aa697fd6499ad285ecbf1b6 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p><b>Error-Prone System:<\/b><span style=\"font-weight: 400;\"> High potential for human errors in document verification, leading to inaccuracies.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div><div  class='flex_column av-av_one_half-feecfcc73494c68bb0d1632d1d5c38ae av_one_half flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dha2q6-c1ed2d5ebfce91b7bc22566c0cf9ff1b\">\n#top .avia-icon-list-container.av-m0dha2q6-c1ed2d5ebfce91b7bc22566c0cf9ff1b .iconlist_icon{\ncolor:#ffffff;\n}\n#top #wrap_all .avia-icon-list-container.av-m0dha2q6-c1ed2d5ebfce91b7bc22566c0cf9ff1b .av_iconlist_title{\ncolor:#ffffff;\n}\n.avia-icon-list-container.av-m0dha2q6-c1ed2d5ebfce91b7bc22566c0cf9ff1b .iconlist_content{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-icon-list-container av-m0dha2q6-c1ed2d5ebfce91b7bc22566c0cf9ff1b'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-m0dha2q6-c1ed2d5ebfce91b7bc22566c0cf9ff1b avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m0dhajpv-feac75e04e0cc13d5ef0d9e19274e6af avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p><b>Customer Dissatisfaction:<\/b><span style=\"font-weight: 400;\"> Lengthy approval times caused frustration among borrowers, reducing satisfaction and leading to potential customer churn.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m0dharyn-e98e8ca3c1a4290a4420700e300253c4 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p><b>Increased Operational Costs:<\/b><span style=\"font-weight: 400;\"> Manual labor-intensive processes drove up costs, straining resources and affecting profitability.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div><div id='after_section_1'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_section-4637b9d610222e3092dc70210ebb0fc2\">\n.avia-section.av-av_section-4637b9d610222e3092dc70210ebb0fc2{\nbackground-color:#f2f2f2;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_2'  class='avia-section av-av_section-4637b9d610222e3092dc70210ebb0fc2 main_color avia-section-default avia-no-border-styling avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_heading-5cd45e647ee10a4e4cb9ec73ed44baf9\">\n#top .av-special-heading.av-av_heading-5cd45e647ee10a4e4cb9ec73ed44baf9{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-av_heading-5cd45e647ee10a4e4cb9ec73ed44baf9 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-av_heading-5cd45e647ee10a4e4cb9ec73ed44baf9 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-av_heading-5cd45e647ee10a4e4cb9ec73ed44baf9 av-special-heading-h2 blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >Solutions<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721\">\n#top .hr.av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721 .hr-inner{\nwidth:50px;\nborder-color:#8dc321;\n}\n<\/style>\n<div  class='hr av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721 hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0dhbdgl-92dbcee2b33c865fc155281835528497 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\"><span style=\"font-weight: 400;\">Our experts at Sigma implemented a document parsing system using Amazon Textract, an AI-powered service that automatically extracts text, handwriting, and data from scanned documents. The solution involved the following steps:<\/span><\/p>\n<\/div><\/section>\n<div  class='flex_column av-av_one_half-048119fdb636ea3d70edc0b975509c6c av_one_half first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dhcykt-af7708d9135638892f8b0f2b21e21a4e\">\n#top .avia-icon-list-container.av-m0dhcykt-af7708d9135638892f8b0f2b21e21a4e .iconlist_icon{\ncolor:#000000;\n}\n#top #wrap_all .avia-icon-list-container.av-m0dhcykt-af7708d9135638892f8b0f2b21e21a4e .av_iconlist_title{\ncolor:#000000;\n}\n.avia-icon-list-container.av-m0dhcykt-af7708d9135638892f8b0f2b21e21a4e .iconlist_content{\ncolor:#000000;\n}\n<\/style>\n<div  class='avia-icon-list-container av-m0dhcykt-af7708d9135638892f8b0f2b21e21a4e'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-m0dhcykt-af7708d9135638892f8b0f2b21e21a4e avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m0dhc1tc-05bc33768ddc9b31d694dbd830fbac93 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><div class='av_iconlist_title iconlist_title_small  av_inherit_color'  itemprop=\"headline\" >Integration with Existing Systems:<\/div><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><ul>\n<li><span style=\"font-weight: 400;\">Amazon Textract was integrated with the client\u2019s existing loan processing system, allowing seamless upload and processing of documents.<\/span><\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m0dhcr1p-5ae869c69dfe85f78c42d8b929b0c101 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><div class='av_iconlist_title iconlist_title_small  av_inherit_color'  itemprop=\"headline\" >Data Extraction and Validation:<\/div><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Textract was configured to extract relevant information from the submitted documents, such as SSN from identification documents, account numbers, and balances from bank statements, and income details from pay stubs.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">The extracted data was automatically cross-checked against the information provided by the applicant and existing databases to ensure accuracy.<\/span><\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div><div  class='flex_column av-av_one_half-feecfcc73494c68bb0d1632d1d5c38ae av_one_half flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dhdi9w-b40ec769465ed8970cfb9e95261001b0\">\n#top .avia-icon-list-container.av-m0dhdi9w-b40ec769465ed8970cfb9e95261001b0 .iconlist_icon{\ncolor:#000000;\n}\n#top #wrap_all .avia-icon-list-container.av-m0dhdi9w-b40ec769465ed8970cfb9e95261001b0 .av_iconlist_title{\ncolor:#000000;\n}\n.avia-icon-list-container.av-m0dhdi9w-b40ec769465ed8970cfb9e95261001b0 .iconlist_content{\ncolor:#000000;\n}\n<\/style>\n<div  class='avia-icon-list-container av-m0dhdi9w-b40ec769465ed8970cfb9e95261001b0'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-m0dhdi9w-b40ec769465ed8970cfb9e95261001b0 avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m0dhde5v-ad85c854b2d59c385c8d40efecff5df8 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><div class='av_iconlist_title iconlist_title_small  av_inherit_color'  itemprop=\"headline\" >Auto-Classification and Workflow Automation:<\/div><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">The system automatically classified the documents based on type and routed them to appropriate validation workflows.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Documents that passed validation were automatically marked as verified, while those requiring further reviews were flagged for manual inspection.<\/span><\/li>\n<\/ul>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_2'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_section-9b6fbf25c5b4c5c86bc0bfe77cd03eed\">\n.avia-section.av-av_section-9b6fbf25c5b4c5c86bc0bfe77cd03eed{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/sigma-ai.sigmainfo.net\/wp-content\/uploads\/2024\/07\/business-office-work-300x200.webp);\nbackground-position:50% 50%;\nbackground-attachment:fixed;\n}\n.avia-section.av-av_section-9b6fbf25c5b4c5c86bc0bfe77cd03eed .av-section-color-overlay{\nopacity:0.9;\nbackground-color:#35383c;\n}\n<\/style>\n<div id='av_section_3'  class='avia-section av-av_section-9b6fbf25c5b4c5c86bc0bfe77cd03eed main_color avia-section-default avia-no-border-styling avia-full-stretch avia-bg-style-fixed av-section-color-overlay-active container_wrap sidebar_right'  data-section-bg-repeat='stretch'><div class=\"av-section-color-overlay-wrap\"><div class=\"av-section-color-overlay\"><\/div><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_heading-ccc02d3a6968a8c557b7b661da2ba159\">\n#top .av-special-heading.av-av_heading-ccc02d3a6968a8c557b7b661da2ba159{\npadding-bottom:10px;\ncolor:#ffffff;\n}\nbody .av-special-heading.av-av_heading-ccc02d3a6968a8c557b7b661da2ba159 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-av_heading-ccc02d3a6968a8c557b7b661da2ba159 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-av_heading-ccc02d3a6968a8c557b7b661da2ba159 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-av_heading-ccc02d3a6968a8c557b7b661da2ba159 av-special-heading-h2 custom-color-heading blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >Benefits<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_hr-f9cbe5a8bc6db256dad8c59f4ea3b236\">\n#top .hr.av-av_hr-f9cbe5a8bc6db256dad8c59f4ea3b236{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-av_hr-f9cbe5a8bc6db256dad8c59f4ea3b236 .hr-inner{\nwidth:50px;\nborder-color:#ffffff;\n}\n<\/style>\n<div  class='hr av-av_hr-f9cbe5a8bc6db256dad8c59f4ea3b236 hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<div  class='flex_column av-av_one_half-048119fdb636ea3d70edc0b975509c6c av_one_half first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dheg9p-c6dc6804d8e0bfdc12979479e298e2a4\">\n#top .avia-icon-list-container.av-m0dheg9p-c6dc6804d8e0bfdc12979479e298e2a4 .iconlist_icon{\ncolor:#ffffff;\n}\n#top #wrap_all .avia-icon-list-container.av-m0dheg9p-c6dc6804d8e0bfdc12979479e298e2a4 .av_iconlist_title{\ncolor:#ffffff;\n}\n.avia-icon-list-container.av-m0dheg9p-c6dc6804d8e0bfdc12979479e298e2a4 .iconlist_content{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-icon-list-container av-m0dheg9p-c6dc6804d8e0bfdc12979479e298e2a4'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-m0dheg9p-c6dc6804d8e0bfdc12979479e298e2a4 avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m0dhe4lu-56cb37104b435c333ddd248bdf692389 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p><b>Efficiency Gains: <\/b><span style=\"font-weight: 400;\">Document processing times were reduced by 60%, allowing the company to handle more applications without increasing staff.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m0dheeeg-21aae9f67cedd0005523c67b83c85264 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p><b>Accuracy Improvements: <\/b><span style=\"font-weight: 400;\">The human error rate during the document validations was dropped further, with the system correctly validating 95% of documents without human intervention.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div><div  class='flex_column av-av_one_half-feecfcc73494c68bb0d1632d1d5c38ae av_one_half flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dhf0gu-4e4904784fb793e6b19066a202ad9591\">\n#top .avia-icon-list-container.av-m0dhf0gu-4e4904784fb793e6b19066a202ad9591 .iconlist_icon{\ncolor:#ffffff;\n}\n#top #wrap_all .avia-icon-list-container.av-m0dhf0gu-4e4904784fb793e6b19066a202ad9591 .av_iconlist_title{\ncolor:#ffffff;\n}\n.avia-icon-list-container.av-m0dhf0gu-4e4904784fb793e6b19066a202ad9591 .iconlist_content{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-icon-list-container av-m0dhf0gu-4e4904784fb793e6b19066a202ad9591'><ul class='avia-icon-list avia_animate_when_almost_visible avia-icon-list-left av-iconlist-small av-m0dhf0gu-4e4904784fb793e6b19066a202ad9591 avia-iconlist-animate'>\n<li><div class='iconlist_icon av-m0dheqvf-bc767b000c456b0e464004d8c1a372a4 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p><b>Cost Savings: <\/b><span style=\"font-weight: 400;\">The reduction in manual work led to a 40% decrease in operational costs associated with document validation.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<li><div class='iconlist_icon av-m0dhezbn-844d9439d6d0abea4cd269d037e99671 avia-font-entypo-fontello'><span class='iconlist-char' aria-hidden='true' data-av_icon='\ue871' data-av_iconfont='entypo-fontello'><\/span><\/div><article class=\"article-icon-entry \"  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class=\"iconlist_content_wrap\"><header class=\"entry-content-header\"><\/header><div class='iconlist_content av_inherit_color'  itemprop=\"text\" ><p><b>Customer Satisfaction: <\/b><span style=\"font-weight: 400;\">Faster processing times and fewer errors resulted in higher customer satisfaction, with a notable increase in positive feedback and referrals.<\/span><\/p>\n<\/div><\/div><footer class=\"entry-footer\"><\/footer><\/article><div class=\"iconlist-timeline\"><\/div><\/li>\n<\/ul><\/div><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><\/div><div id='after_section_3'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_4'  class='avia-section av-av_section-7af9a1a620ce4f39c9b9e05e20762bd9 main_color avia-section-default avia-no-border-styling avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-m0dhgg59-68f112ddc0fc56c8f0bda5833a084762\">\n#top .av-special-heading.av-m0dhgg59-68f112ddc0fc56c8f0bda5833a084762{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-m0dhgg59-68f112ddc0fc56c8f0bda5833a084762 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-m0dhgg59-68f112ddc0fc56c8f0bda5833a084762 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-m0dhgg59-68f112ddc0fc56c8f0bda5833a084762 av-special-heading-h2 blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >Conclusion<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721\">\n#top .hr.av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721{\nmargin-top:10px;\nmargin-bottom:10px;\n}\n.hr.av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721 .hr-inner{\nwidth:50px;\nborder-color:#8dc321;\n}\n<\/style>\n<div  class='hr av-av_hr-7cf49ece2e3b5cdf27bdd6a9ddac5721 hr-custom hr-center hr-icon-no'><span class='hr-inner inner-border-av-border-fat'><span class=\"hr-inner-style\"><\/span><\/span><\/div>\n<section  class='av_textblock_section av-m0dhh6jx-42f18ad03ab3a0bf22e073d57da55c18 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p><span style=\"font-weight: 400;\">By leveraging Amazon Textract for automated document validation, the client transformed its loan processing workflow, achieving significant improvements in efficiency, accuracy, and customer satisfaction. This success story highlights the potential of AI-driven solutions to revolutionize traditional Lending processes.<\/span><\/p>\n<\/div><\/section>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_4'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_section-65ad788b64d00bf9867fe1e93e6a3f62\">\n.avia-section.av-av_section-65ad788b64d00bf9867fe1e93e6a3f62{\nbackground-color:#f3f3f3;\nbackground-image:unset;\n}\n<\/style>\n<div id='av_section_5'  class='avia-section av-av_section-65ad788b64d00bf9867fe1e93e6a3f62 main_color avia-section-default avia-no-border-styling avia-bg-style-scroll container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_heading-e361617e46fe3403c7e14f65a0bf873f\">\n#top .av-special-heading.av-av_heading-e361617e46fe3403c7e14f65a0bf873f{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-av_heading-e361617e46fe3403c7e14f65a0bf873f .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-av_heading-e361617e46fe3403c7e14f65a0bf873f .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-av_heading-e361617e46fe3403c7e14f65a0bf873f av-special-heading-h2 blockquote modern-quote modern-centered'><h2 class='av-special-heading-tag'  itemprop=\"headline\"  >Get in touch with us, let\u2019s create value together.<\/h2><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n<div  class='avia-button-wrap av-av_button-7ed0128d91385ccb31b151a7539c7956-wrap avia-button-center '>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_button-7ed0128d91385ccb31b151a7539c7956\">\n#top #wrap_all .avia-button.av-av_button-7ed0128d91385ccb31b151a7539c7956{\nfont-size:14px;\ntransition:all 0.4s ease-in-out;\n}\n<\/style>\n<a href='\/contact-us\/'  class='avia-button av-av_button-7ed0128d91385ccb31b151a7539c7956 av-link-btn avia-icon_select-yes-right-icon avia-size-large avia-position-center av-icon-on-hover avia-color-theme-color'  ><span class='avia_iconbox_title' >Connect with us<\/span><span class='avia_button_icon avia_button_icon_right' aria-hidden='true' data-av_icon='\ue87d' data-av_iconfont='entypo-fontello'><\/span><\/a><\/div>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='after_section_5'  class='main_color av_default_container_wrap container_wrap sidebar_right'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-small alpha units'><div class='post-entry post-entry-type-page post-entry-52020'><div class='entry-content-wrapper clearfix'>\n","protected":false},"excerpt":{"rendered":"<p>The client is a provider of innovative solutions specifically designed for mortgage lenders. Their platform focuses on simplifying the loan process by eliminating the need for paperwork, enhancing data transparency, and improving efficiency in borrower verification.<\/p>\n","protected":false},"author":36,"featured_media":52349,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-52020","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","case-studies-cat-net","case-studies-cat-ai-ml","case-studies-cat-fintech","case-studies-cat-investment","case-studies-cat-payments","case-studies-cat-react-js","industries-financial-services","casestudies-featured"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Automating Document Validation with Amazon Textract - Sigma Infosolutions<\/title>\n<meta name=\"description\" content=\"The client is a provider of innovative solutions specifically designed for mortgage lenders. 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