{"id":29660,"date":"2023-11-17T16:51:29","date_gmt":"2023-11-17T16:51:29","guid":{"rendered":"https:\/\/mozaiq.ai\/?p=29660"},"modified":"2023-11-21T09:03:30","modified_gmt":"2023-11-21T09:03:30","slug":"telecom-invoice-processing-automation","status":"publish","type":"post","link":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/","title":{"rendered":"Telecom Invoice Processing Automation"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><section class=\"vc_row wpb_row vc_row-fluid  vc_custom_1654495687320 pofo-row-responsive-6643da35591f4\"><div class=\"wpb_column vc_column_container  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\">[vc_empty_space]<div class=\" vc_custom_1700082398240 last-paragraph-no-margin\"><h2>Improve throughput by 3X and increase the invoice straight through processing to over 90%<\/h2>\n<p>A leading telecommunications service provider attempted to implement an intelligent data extraction solution to process invoices received from multiple telecom\u2019s (AT&amp;T, Verizon, Century Link, Frontier) using a leading intelligent data processing (IDP) platform, to increase the throughput and accuracy of its invoice processing function.<\/p>\n<p>The problem is that the IDP platform did not work well with complex documents: multi-page, unstructured invoices in up to 44 different formats; data that needed to be extracted from free-form text and tables; and data elements on different pages within the same invoice format.<\/p>\n<p>Without the automation solution, the service provider would continue to incur significant penalties and the potential loss of business from impacted clients.<\/p>\n<h2><strong>The Solution<\/strong><\/h2>\n<p>The MOZAIQ services team first implemented a document indexing platform. By classifying the multi-page, unstructured invoices into discrete pages, the data could more easily and accurately be extracted from floating tables and fields.<\/p>\n<p>The data output was further processed using custom python scripts, enabling greater accuracy and allowing higher straight through processing.<\/p>\n<p>An RPA BOT was programmed to consolidate the extracted data and to then upload the data into the SAP system of record. This was supported by a human in the loop process that was integrated into the flow to process any exceptions prior to uploading the data.<\/p>\n<h2><strong>The Benefits<\/strong><\/h2>\n<p>The combination of the Indexing Platform, the Custom Python Scripts for pre- and post-processing, and the optimization of the IDP platform enabled the client to improve their invoice processing throughput by 3X, increase the straight through processing of invoices to over 90%, and to increase the accuracy of the data prior to uploading into the system of record to 99%.<\/p>\n<p>The automation solution reduced the late payment penalties to near zero, and raised the level of their customer service, reducing the risk that their clients would leave them for an alternative service provider.<\/p>\n<\/div><\/div><\/div><\/div><\/section><section data-vc-full-width=\"true\" data-vc-full-width-init=\"false\" class=\"vc_row wpb_row vc_row-fluid  vc_custom_1652776216420 cover-background wow fadeInUp vc_row-has-fill pofo-stretch-content pofo-stretch-row-container pofo-row-responsive-6643da35595a4\"><div class=\"wpb_column vc_column_container vc_col-sm-12 vc_col-md-12 col-xs-mobile-fullwidth wow none text-center\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><span class=\"text-extra-large margin-25px-bottom vertical-align-middle sm-width-100 display-inline-block alt-font heading-style3  vc_custom_1652327001040 pofo-button-responsive-6643da3559789  heading-1\"  style=\"color: #ffffff;\">Find out how we can support all of your intelligent automation needs.<\/span><a  href=\"\/mozaiq-automation-services\/#contact-us-section\" target=\"_self\" class=\"btn pofo-button-1  wow fadeInUp button-style6  btn-white btn-rounded  btn-large pofo-button-responsive-6643da35597f8\" >Contact Us<i class=\"ti-arrow-right icon-medium  margin-5px-left no-margin-right\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><\/section><div class=\"vc_row-full-width vc_clearfix\"><\/div>\n<\/section>","protected":false},"excerpt":{"rendered":"[vc_empty_space]Improve throughput by 3X and increase the invoice straight through processing to over 90% A leading telecommunications service provider attempted to implement an intelligent data extraction solution to process invoices received from multiple telecom\u2019s (AT&amp;T, Verizon, Century Link, Frontier) using a leading intelligent data processing (IDP) platform, to increase the throughput and accuracy of its invoice processing function. The problem is that the IDP platform did not work well with complex documents: multi-page, unstructured invoices in up to 44 different formats; data that needed to be extracted from free-form text and tables; and data elements on different pages within the same invoice format. Without the automation solution, the service provider would continue to incur significant penalties and the potential loss of business from impacted clients. The Solution The MOZAIQ services team first implemented a document indexing platform. By classifying the multi-page, unstructured invoices into discrete pages, the data could more easily and accurately be extracted from floating tables and fields. The data output was further processed using custom python scripts, enabling greater accuracy and allowing higher straight through processing. An RPA BOT was programmed to consolidate the extracted data and to then upload the data into the SAP system of...","protected":false},"author":2,"featured_media":29669,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Telecom Invoice Processing Automation - mozaiq.ai<\/title>\n<meta name=\"description\" content=\"The automation solution reduced the late payment penalties to near zero, and raised the level of customer service, eliminating the risk that clients would leave for an alternative service provider.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Telecom Invoice Processing Automation - mozaiq.ai\" \/>\n<meta property=\"og:description\" content=\"The automation solution reduced the late payment penalties to near zero, and raised the level of customer service, eliminating the risk that clients would leave for an alternative service provider.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/\" \/>\n<meta property=\"og:site_name\" content=\"mozaiq.ai\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-17T16:51:29+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-21T09:03:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mozaiq.ai\/wp-content\/uploads\/2023\/11\/MOZAIQ-Telecom-Invoice-Processing-Automation.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"1000\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Francesco Paola\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Francesco Paola\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/\",\"url\":\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/\",\"name\":\"Telecom Invoice Processing Automation - mozaiq.ai\",\"isPartOf\":{\"@id\":\"https:\/\/mozaiq.ai\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/mozaiq.ai\/wp-content\/uploads\/2023\/11\/MOZAIQ-Telecom-Invoice-Processing-Automation.png\",\"datePublished\":\"2023-11-17T16:51:29+00:00\",\"dateModified\":\"2023-11-21T09:03:30+00:00\",\"author\":{\"@id\":\"https:\/\/mozaiq.ai\/#\/schema\/person\/ccb21b189e126519514c1941426f4bd1\"},\"description\":\"The automation solution reduced the late payment penalties to near zero, and raised the level of customer service, eliminating the risk that clients would leave for an alternative service provider.\",\"breadcrumb\":{\"@id\":\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#primaryimage\",\"url\":\"https:\/\/mozaiq.ai\/wp-content\/uploads\/2023\/11\/MOZAIQ-Telecom-Invoice-Processing-Automation.png\",\"contentUrl\":\"https:\/\/mozaiq.ai\/wp-content\/uploads\/2023\/11\/MOZAIQ-Telecom-Invoice-Processing-Automation.png\",\"width\":2000,\"height\":1000},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/mozaiq.ai\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Telecom Invoice Processing Automation\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/mozaiq.ai\/#website\",\"url\":\"https:\/\/mozaiq.ai\/\",\"name\":\"mozaiq.ai\",\"description\":\"MOZAIQ Intelligent Mortgage Automation.  Delivered.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/mozaiq.ai\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/mozaiq.ai\/#\/schema\/person\/ccb21b189e126519514c1941426f4bd1\",\"name\":\"Francesco Paola\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/mozaiq.ai\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/d428b5580d834243352f6eeb61e44624?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/d428b5580d834243352f6eeb61e44624?s=96&d=mm&r=g\",\"caption\":\"Francesco Paola\"},\"url\":\"https:\/\/mozaiq.ai\/author\/fpaola\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Telecom Invoice Processing Automation - mozaiq.ai","description":"The automation solution reduced the late payment penalties to near zero, and raised the level of customer service, eliminating the risk that clients would leave for an alternative service provider.","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:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/","og_locale":"en_US","og_type":"article","og_title":"Telecom Invoice Processing Automation - mozaiq.ai","og_description":"The automation solution reduced the late payment penalties to near zero, and raised the level of customer service, eliminating the risk that clients would leave for an alternative service provider.","og_url":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/","og_site_name":"mozaiq.ai","article_published_time":"2023-11-17T16:51:29+00:00","article_modified_time":"2023-11-21T09:03:30+00:00","og_image":[{"width":2000,"height":1000,"url":"https:\/\/mozaiq.ai\/wp-content\/uploads\/2023\/11\/MOZAIQ-Telecom-Invoice-Processing-Automation.png","type":"image\/png"}],"author":"Francesco Paola","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Francesco Paola","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/","url":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/","name":"Telecom Invoice Processing Automation - mozaiq.ai","isPartOf":{"@id":"https:\/\/mozaiq.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#primaryimage"},"image":{"@id":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#primaryimage"},"thumbnailUrl":"https:\/\/mozaiq.ai\/wp-content\/uploads\/2023\/11\/MOZAIQ-Telecom-Invoice-Processing-Automation.png","datePublished":"2023-11-17T16:51:29+00:00","dateModified":"2023-11-21T09:03:30+00:00","author":{"@id":"https:\/\/mozaiq.ai\/#\/schema\/person\/ccb21b189e126519514c1941426f4bd1"},"description":"The automation solution reduced the late payment penalties to near zero, and raised the level of customer service, eliminating the risk that clients would leave for an alternative service provider.","breadcrumb":{"@id":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#primaryimage","url":"https:\/\/mozaiq.ai\/wp-content\/uploads\/2023\/11\/MOZAIQ-Telecom-Invoice-Processing-Automation.png","contentUrl":"https:\/\/mozaiq.ai\/wp-content\/uploads\/2023\/11\/MOZAIQ-Telecom-Invoice-Processing-Automation.png","width":2000,"height":1000},{"@type":"BreadcrumbList","@id":"https:\/\/mozaiq.ai\/telecom-invoice-processing-automation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/mozaiq.ai\/"},{"@type":"ListItem","position":2,"name":"Telecom Invoice Processing Automation"}]},{"@type":"WebSite","@id":"https:\/\/mozaiq.ai\/#website","url":"https:\/\/mozaiq.ai\/","name":"mozaiq.ai","description":"MOZAIQ Intelligent Mortgage Automation.  Delivered.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mozaiq.ai\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/mozaiq.ai\/#\/schema\/person\/ccb21b189e126519514c1941426f4bd1","name":"Francesco Paola","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/mozaiq.ai\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/d428b5580d834243352f6eeb61e44624?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/d428b5580d834243352f6eeb61e44624?s=96&d=mm&r=g","caption":"Francesco Paola"},"url":"https:\/\/mozaiq.ai\/author\/fpaola\/"}]}},"_links":{"self":[{"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/posts\/29660"}],"collection":[{"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/comments?post=29660"}],"version-history":[{"count":3,"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/posts\/29660\/revisions"}],"predecessor-version":[{"id":29708,"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/posts\/29660\/revisions\/29708"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/media\/29669"}],"wp:attachment":[{"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/media?parent=29660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/categories?post=29660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mozaiq.ai\/wp-json\/wp\/v2\/tags?post=29660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}