{"id":50511,"date":"2026-08-31T11:47:48","date_gmt":"2026-08-31T11:47:48","guid":{"rendered":"https:\/\/parashift.ai\/?page_id=50511"},"modified":"2026-08-31T12:15:36","modified_gmt":"2026-08-31T12:15:36","slug":"replace-legacy-ocr","status":"publish","type":"page","link":"https:\/\/parashift.ai\/en\/software-vendors\/replace-legacy-ocr\/","title":{"rendered":"Replace Legacy OCR"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"50511\" class=\"elementor elementor-50511 elementor-bc-flex-widget\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-pvsr101 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"pvsr101\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;pix_scale_in&quot;:&quot;none&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container 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class=\"crumb\"><a href=\"\/en\/\">Parashift<\/a><span class=\"sep\">\/<\/span><a href=\"\/en\/software-vendors\/\">For Software Vendors<\/a><span class=\"sep\">\/<\/span><span class=\"here\">Replace Legacy OCR<\/span><\/div>\n    <span class=\"eyebrow\">For Software Vendors &middot; Use Case<\/span>\n    <h1>Replacing legacy OCR with a zero-shot document AI.<\/h1>\n    <p class=\"lede\">Template-based OCR engines need a maintained template per document variant and break the moment a vendor changes its layout or a form gets a handwritten addition. Parashift replaces the legacy engine completely &ndash; as a zero-shot document AI with no training and no templates, integrated as a drop-in replacement behind your existing extraction interface.<\/p>\n    <div class=\"ctas\">\n      <a class=\"btn\" href=\"\/en\/demo\/\">Book a technical call<\/a>\n      <a class=\"btn ghost\" href=\"\/en\/software-vendors\/\">For software vendors<\/a>\n    <\/div>\n    <div class=\"microproof\">\n      <span><i class=\"dot\"><\/i> Zero-shot &middot; no training<\/span><span><i class=\"dot\"><\/i> No template maintenance<\/span><span><i class=\"dot\"><\/i> Drop-in behind existing API<\/span><span><i class=\"dot\"><\/i> C5 &middot; ISO 27001 &middot; SOC 2<\/span>\n    <\/div>\n    <\/div>\n    <div class=\"herostage\">\n      <div class=\"hchip rough\" style=\"--r:rotate(-7deg);top:26px;left:8px;width:158px;transform:rotate(-7deg);z-index:3;animation-delay:60ms;\">\n        <div class=\"hc-top\" style=\"margin-bottom:8px;\"><span class=\"hc-id\" style=\"font-size:9.5px;\">Legacy OCR &middot; template failure<\/span><\/div>\n        <div class=\"ln w80\"><\/div><div class=\"ln w60\"><\/div><div class=\"ln w40\"><\/div>\n      <\/div>\n      <div class=\"hbadge brand\" style=\"top:118px;left:150px;z-index:8;animation-delay:260ms;\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M6 8h13M15 4l4 4-4 4\"\/><path d=\"M18 16H5M9 12l-4 4 4 4\"\/><\/svg><\/div>\n      <div class=\"hchip\" style=\"--r:rotate(3deg);top:166px;left:132px;z-index:9;transform:rotate(3deg);animation-delay:400ms;\">\n        <div class=\"hc-top\"><i class=\"hc-dot\"><\/i><span class=\"hc-id\">Migration batch &middot; Existing documents<\/span><\/div>\n        <div class=\"hc-field\"><span>Document type<\/span><b>Invoice, variant 14<\/b><\/div><div class=\"hc-field\"><span>Layout<\/span><b>deviates from standard<\/b><\/div><div class=\"hc-field\"><span>Template needed<\/span><b>no<\/b><\/div>\n        <span class=\"hc-pill good\">Processed without a template<\/span>\n      <\/div>\n    <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n<section class=\"partnerline\">\n  <div class=\"wrap\"><p>500+ European enterprises trust Parashift for sovereign document AI &ndash; as a core system or embedded in partner products.<\/p><\/div>\n<\/section>\n<\/div>\n\n<section>\n  <div class=\"wrap\">\n    <div class=\"section-head\">\n      <span class=\"eyebrow\">The process today<\/span>\n      <h2>Every new document variant needs a new template.<\/h2>\n    <\/div>\n    <p class=\"prozess-lead\">Template-based OCR engines only work as long as the layout stays stable. <strong>The moment a vendor changes its invoice layout, a form gets a handwritten addition, or a poor-quality scan comes in, your team has to manually rework it or maintain a new template<\/strong> &ndash; a recurring maintenance burden that grows with every new customer.<\/p>\n  <\/div>\n<\/section>\n\n<section class=\"alt\">\n  <div class=\"wrap\">\n    <div class=\"section-head\">\n      <span class=\"eyebrow\">Typical breaking points<\/span>\n      <h2>What customers maintain templates for today &ndash; and won't have to anymore.<\/h2>\n      <p>These are exactly the points where classic OCR fails &ndash; and exactly where Parashift keeps reading without a template.<\/p>\n    <\/div>\n    <div class=\"doclist\">\n      <div class=\"doc\">\n        <h4><span class=\"dicon\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"4\" y=\"3\" width=\"16\" height=\"18\" rx=\"1.5\"\/><path d=\"M8 8h8M8 12h8M8 16h5\"\/><\/svg><\/span>Invoice variants per vendor<\/h4>\n        <div class=\"fields\"><span>New layout<\/span><span>Different field order<\/span><span>Different language<\/span><\/div>\n      <\/div><div class=\"doc\">\n        <h4><span class=\"dicon\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"3\" y=\"4\" width=\"18\" height=\"16\" rx=\"2\"\/><path d=\"M3 8h18\"\/><path d=\"M8 4v4\"\/><\/svg><\/span>Forms with changed fields<\/h4>\n        <div class=\"fields\"><span>New required fields<\/span><span>Rearranged layout<\/span><\/div>\n      <\/div><div class=\"doc\">\n        <h4><span class=\"dicon\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"3\" y=\"6\" width=\"18\" height=\"13\" rx=\"1.5\"\/><path d=\"M3 10h18\"\/><path d=\"M7 14h4\"\/><\/svg><\/span>Handwritten additions<\/h4>\n        <div class=\"fields\"><span>Margin notes<\/span><span>Filled-in free-text fields<\/span><\/div>\n      <\/div><div class=\"doc\">\n        <h4><span class=\"dicon\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"12\" r=\"9\"\/><path d=\"M8 12h8M12 8v8\"\/><\/svg><\/span>Multilingual documents<\/h4>\n        <div class=\"fields\"><span>DE\/EN\/FR mixed<\/span><span>Shifting terminology<\/span><\/div>\n      <\/div><div class=\"doc\">\n        <h4><span class=\"dicon\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"12\" r=\"9\"\/><path d=\"M12 7v6l4 2\"\/><\/svg><\/span>Poor-quality scans<\/h4>\n        <div class=\"fields\"><span>Fax resolution<\/span><span>Skewed<\/span><span>Low contrast<\/span><\/div>\n      <\/div><div class=\"doc\">\n        <h4><span class=\"dicon\"><svg viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M4 20v-3a4 4 0 0 1 4-4h8a4 4 0 0 1 4 4v3\"\/><circle cx=\"12\" cy=\"7\" r=\"4\"\/><\/svg><\/span>Multi-page bulk documents<\/h4>\n        <div class=\"fields\"><span>Several receipts in one PDF<\/span><span>No separator pages<\/span><\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n<section>\n  <div class=\"wrap\">\n    <div class=\"section-head\">\n      <span class=\"eyebrow\">Migration<\/span>\n      <h2>From assessment to switching off the legacy engine.<\/h2>\n    <\/div>\n    <div class=\"flow\">\n      <div class=\"step\"><div class=\"n\">01 &middot; ASSESSMENT<\/div><h4>Existing OCR pipeline<\/h4><p>We review your current document types, templates, and sources of error.<\/p><\/div><div class=\"arrow\"><svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/div><div class=\"step\"><div class=\"n\">02 &middot; PARALLEL RUN<\/div><h4>Parashift alongside the legacy engine<\/h4><p>Parashift processes the same documents in parallel, without touching production.<\/p><\/div><div class=\"arrow\"><svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/div><div class=\"step\"><div class=\"n\">03 &middot; PHASED CUTOVER<\/div><h4>Document type by document type<\/h4><p>You switch over one document type at a time, once the results check out.<\/p><\/div><div class=\"arrow\"><svg width=\"20\" height=\"20\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\"><path d=\"M5 12h14M13 6l6 6-6 6\"\/><\/svg><\/div><div class=\"step\"><div class=\"n\">04 &middot; DECOMMISSION<\/div><h4>Legacy OCR &amp; template maintenance go away<\/h4><p>One API replaces the legacy engine and manual rework.<\/p><\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n<section class=\"alt\">\n  <div class=\"wrap\">\n    <div class=\"section-head\">\n      <span class=\"eyebrow\">Integration<\/span>\n      <h2>Drop-in behind your existing interface.<\/h2>\n      <p>Parashift can sit behind your existing extraction API without requiring changes to downstream systems.<\/p>\n    <\/div>\n    <div class=\"systems\">\n      <span>Existing extraction API (drop-in)<\/span><span>REST API<\/span><span>SDK<\/span><span>Batch import<\/span>\n    <\/div>\n    <p style=\"margin-top:28px;\" class=\"prozess-lead\"><strong>Compliance:<\/strong><\/p>\n    <div class=\"compliance-line\">\n      <span><i class=\"dot\"><\/i> DORA third-party register<\/span><span><i class=\"dot\"><\/i> EU AI Act Art. 6(3)<\/span><span><i class=\"dot\"><\/i> C5 certification<\/span><span><i class=\"dot\"><\/i> ISO 27001<\/span><span><i class=\"dot\"><\/i> SOC 2<\/span><span><i class=\"dot\"><\/i> Hosting in EU\/CH<\/span>\n    <\/div>\n  <\/div>\n<\/section>\n\n<section>\n  <div class=\"wrap\">\n    <div class=\"section-head\">\n      <span class=\"eyebrow\">Impact<\/span>\n      <h2>What changes for your engineering team.<\/h2>\n    <\/div>\n    <div class=\"effektband\">\n      <div class=\"effekt\"><div class=\"num\">0 templates<\/div><p>left to maintain<\/p><\/div><div class=\"effekt\"><div class=\"num\">1 API<\/div><p>replaces the legacy engine and manual rework<\/p><\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n\n\n<section>\n  <div class=\"wrap\">\n    <div class=\"hubcard\">\n      <div>\n        <h3>One path among several for software vendors.<\/h3>\n        <p>Document AI in your own product and meeting DORA\/sovereignty requirements follow the same principle: one engine, many integration paths.<\/p>\n      <\/div>\n      <a class=\"btn ghost\" href=\"\/en\/software-vendors\/\">All use cases for software vendors &rarr;<\/a>\n    <\/div>\n  <\/div>\n<\/section>\n\n<section class=\"finalcta\">\n  <div class=\"wrap\">\n    <h2>Replace legacy OCR completely.<\/h2>\n    <p>Book a technical call: we'll compare extraction results in a parallel run on your real existing documents, then guide you through to fully decommissioning the legacy engine.<\/p>\n    <div class=\"ctas\"><a class=\"btn\" href=\"\/en\/demo\/\">Book a technical call<\/a><\/div>\n    <p class=\"note\">Reply the same business day &middot; NDA available<\/p>\n  <\/div>\n<\/section>\n\n<\/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":"","protected":false},"author":1,"featured_media":0,"parent":50503,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"content-type":"","footnotes":""},"class_list":["post-50511","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/pages\/50511","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/comments?post=50511"}],"version-history":[{"count":1,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/pages\/50511\/revisions"}],"predecessor-version":[{"id":50512,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/pages\/50511\/revisions\/50512"}],"up":[{"embeddable":true,"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/pages\/50503"}],"wp:attachment":[{"href":"https:\/\/parashift.ai\/en\/wp-json\/wp\/v2\/media?parent=50511"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}