{"id":26039,"date":"2025-01-28T14:08:08","date_gmt":"2025-01-28T14:08:08","guid":{"rendered":"https:\/\/parashift.io\/?p=26039"},"modified":"2025-11-30T22:46:46","modified_gmt":"2025-11-30T22:46:46","slug":"scanning-service-provider-optimizes-document-digitization-through-automatic-document-separation","status":"publish","type":"post","link":"https:\/\/parashift.ai\/en\/scanning-service-provider-optimizes-document-digitization-through-automatic-document-separation\/","title":{"rendered":"Scanning service provider optimizes document digitization through automatic document separation"},"content":{"rendered":"\n<p class=\"has-black-color has-text-color has-link-color wp-elements-29a380c9f0765e150236d14972adc9a1\"><em><em>Leading Swiss BPO significantly increases efficiency in document capture thanks to AI-based document separation.<\/em><\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/parashift.ai\/wp-content\/uploads\/2025\/01\/image-1-1020x1024.png\" alt=\"Parashift graphic\" class=\"wp-image-26028\"\/><\/figure>\n\n\n\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-black-color has-text-color has-link-color wp-elements-7513fef625ac29d85909fcea73dc12c7\" id=\"h-overview-nbsp-management-summary\">Overview \u2013&nbsp;Management Summary<\/h3>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image alignleft size-full\"><img decoding=\"async\" src=\"https:\/\/parashift.ai\/wp-content\/uploads\/2025\/01\/Blog-image-1.png\" alt=\"\" class=\"wp-image-26050\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p class=\"has-black-color has-text-color has-link-color wp-elements-9ac00cf961d1ea846fe5a532228b76c6\"><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-221ac76197a6d23ddee817dabcd2d744\">By implementing <a href=\"https:\/\/parashift.ai\/page-separation\/\">automatic document separation with Parashift<\/a>, a major specialist IT service provider in the Swiss market can significantly optimize document digitization.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-34e0bbf59de75d9cd27b1fac88a01533\">The service provider is very familiar with the challenges involved in this process step and the associated optimization potential.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-f5356f6ba3dc418fefd0b4db5ba0fc48\">With the newly designed process based on AI procedures, the goals set were achieved. Automated document separation with Parashift saves costs and processing time.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-black-color has-text-color has-link-color wp-elements-1b0e8cf073d2eea1a98759ed03e7dc82\" id=\"h-challenges\">Challenges<\/h3>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-28af1b907380b4794474128a9517678a\">Every day, the specialist IT service provider processes thousands of documents for its customers. In this case, the documents enter the capture process in paper form. However, incoming digital documents also benefit from this functionality. The documents practically always enter the process in larger quantities (batches\/files) and have to be separated.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-f6cddf5a8bda00caff9e737b4d312c39\">In this case, incoming mail was separated manually by people on the screen after scanning in document capture software; in many other cases, documents are separated during scanning using barcodes affixed during document preparation (AVOR) or inserted barcode or patchcode separator sheets.<\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-1c983c9f4efc891eddf630134370dfc6\">Both variants require a significant amount of manual work. In addition, incorrect handling can result in corrupt documents, and currently available tools for automatic separation have hardly become established due to their lack of reliability.<\/p>\n\n\n\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-black-color has-text-color has-link-color wp-elements-78decf3ca57720aa344e22fb32470a8c\" id=\"h-the-solution\">The solution<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/parashift.ai\/wp-content\/uploads\/2025\/01\/image-3.png\" alt=\"Page separation numbers\" class=\"wp-image-26032\"\/><\/figure>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-2b865e0719e793c1eefb7569635ddee1\">Automated document separation was implemented on the basis of GNNs (Graph Neural Networks), a powerful artificial intelligence tool for analyzing and predicting relationships between objects.<\/p>\n\n\n\n<ul class=\"wp-block-list has-black-color has-text-color has-link-color wp-elements-6ed207b5cf6fcdab10a64b9e3bb7ca76\">\n<li><strong>Document awareness<br><\/strong>Situational separation based on pages that are much earlier or later in the document.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list has-black-color has-text-color has-link-color wp-elements-5842d01a42e631ba5c8164d4e36b8b75\">\n<li><strong>Multi-layered AI<br><\/strong>Uses layout (textual) and images (visual)<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list has-black-color has-text-color has-link-color wp-elements-9992088b77651b1315a1901d60fa47de\">\n<li><strong>Contingency decision<br><\/strong>Probability \u201cFirst page\u201d and \u201cLast page\u201d are used for separation suggestion of each page. (*Figure 1)<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list has-black-color has-text-color has-link-color wp-elements-5776fbb857f9e963ba947aed4150f314\">\n<li><strong>High automation, little validation<br><\/strong>Automation optimizes validation effort<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list has-black-color has-text-color has-link-color wp-elements-cf455814b4da73a52cd8a57c3682efdb\">\n<li><strong>Continuous, autonomous learning<br><\/strong>Learns continuously based on human feedback (validations and corrections)<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list has-black-color has-text-color has-link-color wp-elements-179a61caea956d51aa3a111ecc49d91c\">\n<li><strong>Simple configuration<br><\/strong>Set an acceptable error rate (e.g. 2%) and leave the rest to the machine<\/li>\n<\/ul>\n\n\n\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-black-color has-text-color has-link-color wp-elements-cabe5fdf5a10650e094a008f1e117c25\" id=\"h-the-results\">The results <\/h3>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-9ac00cf961d1ea846fe5a532228b76c6\"><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/parashift.ai\/wp-content\/uploads\/2025\/01\/Blog-image-edited-1024x1024.png\" alt=\"Image Blog EN\" class=\"wp-image-26087\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p class=\"has-black-color has-text-color has-link-color wp-elements-ed2e951cfd5a57161a09e43959ff7a68\"><em><strong>Saved costs, Optimized process<\/strong>,<br><strong>More satisfied customers<\/strong><\/em>, <em><strong>Continuous further improvement<\/strong><\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-d396b033ed5dbca9d5ea34c3e92a68b0\">The implementation of automatic document separation with Parashift has led to significant cost savings for the service provider due to the significantly reduced manual effort. <\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-020d67524105c039761c0b71facec327\">As a result, throughput times and therefore the overall performance of document capture have been improved. The faster processing of incoming mail in turn led to higher customer satisfaction. Specifically, according to previous surveys, more than half (54%) of the documents have already been separated fully automatically. In this case, this corresponds to 82% of all pages recorded. <\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-b3848b67281189224bb2549ea5076a1c\">However, the remaining documents can also be separated more efficiently and quickly. The separations suggested by the AI can be easily and quickly confirmed or denied by the human validator. A nice side effect of this is that the system learns during validation and further improves the degree of automation through its use.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-9ac00cf961d1ea846fe5a532228b76c6\"><\/p>\n\n\n\n<div style=\"height:47px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading has-black-color has-text-color has-link-color wp-elements-8022cab7e10cfd7f2a0ed37507a73990\" id=\"h-interested-contact-us\">Interested? Contact us<\/h3>\n\n\n\n<p class=\"has-black-color has-text-color has-link-color wp-elements-723b41ec52e51c6e48696c56f169d9c2\">Peter Zurflueh<br>Enterprise Sales Development Representative of Parashift<br>Phone: +41 79 252 88 50<br>peter.zurflueh@parashift.io&nbsp;<br><a href=\"https:\/\/www.linkedin.com\/in\/peter-zurfl%C3%BCh-3054a8301\/\" target=\"_blank\" rel=\"noopener\">linkedin.com\/peterzurflueh\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Discover how leading Swiss BPO significantly increases efficiency in document capture thanks to AI-based document separation.<\/p>\n","protected":false},"author":5,"featured_media":26158,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-26039","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/posts\/26039","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/comments?post=26039"}],"version-history":[{"count":1,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/posts\/26039\/revisions"}],"predecessor-version":[{"id":30850,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/posts\/26039\/revisions\/30850"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/parashift.ai\/en\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/media?parent=26039"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/categories?post=26039"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/tags?post=26039"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}