{"id":11474,"date":"2026-05-23T07:16:44","date_gmt":"2026-05-23T00:16:44","guid":{"rendered":"https:\/\/snasui.com\/wordpress\/?p=11474"},"modified":"2026-05-23T07:16:50","modified_gmt":"2026-05-23T00:16:50","slug":"ocr-invoice-validation-vba-sap-automation","status":"publish","type":"post","link":"https:\/\/snasui.com\/wordpress\/ocr-invoice-validation-vba-sap-automation\/","title":{"rendered":"Case Study: \u0e40\u0e21\u0e37\u0e48\u0e2d OCR \u201c\u0e2d\u0e48\u0e32\u0e19\u0e44\u0e14\u0e49\u201d \u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e41\u0e1b\u0e25\u0e27\u0e48\u0e32 \u201c\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u201d \u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e23\u0e30\u0e1a\u0e1a Validate \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e01\u0e48\u0e2d\u0e19\u0e40\u0e02\u0e49\u0e32 SAP"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u0e43\u0e19\u0e2b\u0e25\u0e32\u0e22\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23 \u0e40\u0e27\u0e25\u0e32\u0e1e\u0e39\u0e14\u0e16\u0e36\u0e07 OCR \u0e04\u0e19\u0e21\u0e31\u0e01\u0e04\u0e34\u0e14\u0e27\u0e48\u0e32<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201c\u0e41\u0e04\u0e48\u0e14\u0e36\u0e07\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21\u0e08\u0e32\u0e01 Invoice \u0e2d\u0e2d\u0e01\u0e21\u0e32\u0e44\u0e14\u0e49 \u0e01\u0e47\u0e08\u0e1a\u0e41\u0e25\u0e49\u0e27\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e43\u0e19\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07 \u0e42\u0e14\u0e22\u0e40\u0e09\u0e1e\u0e32\u0e30\u0e23\u0e30\u0e1a\u0e1a\u0e1a\u0e31\u0e0d\u0e0a\u0e35\u0e41\u0e25\u0e30\u0e20\u0e32\u0e29\u0e35<br \/>\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e22\u0e32\u0e01\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48 OCR<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e04\u0e37\u0e2d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201c\u0e17\u0e33\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e44\u0e23\u0e43\u0e2b\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48 OCR \u0e2d\u0e48\u0e32\u0e19\u0e21\u0e32 \u2018\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e16\u0e37\u0e2d\u0e44\u0e14\u0e49\u0e1e\u0e2d\u2019 \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e43\u0e0a\u0e49\u0e43\u0e19\u0e01\u0e23\u0e30\u0e1a\u0e27\u0e19\u0e01\u0e32\u0e23\u0e17\u0e32\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e15\u0e48\u0e2d\u0e44\u0e1b\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e25\u0e30\u0e19\u0e35\u0e48\u0e04\u0e37\u0e2d\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e43\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e17\u0e35\u0e48\u0e1c\u0e21\u0e1e\u0e31\u0e12\u0e19\u0e32\u0e02\u0e36\u0e49\u0e19 \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e08\u0e31\u0e14\u0e01\u0e32\u0e23\u0e01\u0e31\u0e1a\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e19\u0e31\u0e49\u0e19<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udccc Background \u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e23\u0e30\u0e1a\u0e1a\u0e19\u0e35\u0e49\u0e40\u0e1b\u0e47\u0e19\u0e2a\u0e48\u0e27\u0e19\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e02\u0e2d\u0e07 workflow \u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Upload invoice \u0e44\u0e1b\u0e22\u0e31\u0e07 OCR engine<\/li>\n\n\n\n<li>Download \u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c OCR \u0e01\u0e25\u0e31\u0e1a\u0e21\u0e32<\/li>\n\n\n\n<li>Validate \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/li>\n\n\n\n<li>\u0e43\u0e2b\u0e49\u0e1c\u0e39\u0e49\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a<\/li>\n\n\n\n<li>Post \u0e40\u0e02\u0e49\u0e32 SAP \u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e08\u0e32\u0e01\u0e42\u0e04\u0e49\u0e14\u0e08\u0e23\u0e34\u0e07\u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a \u0e08\u0e30\u0e40\u0e2b\u0e47\u0e19\u0e0a\u0e31\u0e14\u0e27\u0e48\u0e32<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201cValidation\u201d \u0e16\u0e39\u0e01\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e40\u0e1b\u0e47\u0e19 core layer \u0e02\u0e2d\u0e07\u0e17\u0e31\u0e49\u0e07 workflow<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e02\u0e31\u0e49\u0e19\u0e15\u0e2d\u0e19\u0e40\u0e2a\u0e23\u0e34\u0e21\u0e17\u0e35\u0e2b\u0e25\u0e31\u0e07<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u26a0\ufe0f \u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e17\u0e35\u0e48\u0e41\u0e17\u0e49\u0e08\u0e23\u0e34\u0e07\u0e02\u0e2d\u0e07 OCR<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">OCR \u0e44\u0e21\u0e48\u0e44\u0e14\u0e49 \u201c\u0e1c\u0e34\u0e14\u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e04\u0e37\u0e2d<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e2d\u0e48\u0e32\u0e19\u0e44\u0e14\u0e49\u0e44\u0e21\u0e48\u0e04\u0e23\u0e1a<\/li>\n\n\n\n<li>\u0e2d\u0e48\u0e32\u0e19\u0e1c\u0e34\u0e14\u0e1a\u0e32\u0e07 field<\/li>\n\n\n\n<li>format \u0e44\u0e21\u0e48\u0e04\u0e07\u0e17\u0e35\u0e48<\/li>\n\n\n\n<li>\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e1a\u0e32\u0e07\u0e15\u0e31\u0e27\u0e2b\u0e32\u0e22<\/li>\n\n\n\n<li>\u0e1a\u0e32\u0e07\u0e04\u0e23\u0e31\u0e49\u0e07 OCR \u0e2d\u0e48\u0e32\u0e19 \u201c\u0e43\u0e01\u0e25\u0e49\u0e40\u0e04\u0e35\u0e22\u0e07\u201d \u0e41\u0e15\u0e48\u0e44\u0e21\u0e48\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e40\u0e0a\u0e34\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e0b\u0e36\u0e48\u0e07\u0e43\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e1a\u0e31\u0e0d\u0e0a\u0e35<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201c\u0e40\u0e01\u0e37\u0e2d\u0e1a\u0e16\u0e39\u0e01\u201d = \u201c\u0e1c\u0e34\u0e14\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e42\u0e14\u0e22\u0e40\u0e09\u0e1e\u0e32\u0e30\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e2d\u0e22\u0e48\u0e32\u0e07<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Company Code<\/li>\n\n\n\n<li>Vendor Code<\/li>\n\n\n\n<li>Tax ID<\/li>\n\n\n\n<li>Invoice Number<\/li>\n\n\n\n<li>VAT Amount<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e40\u0e1e\u0e23\u0e32\u0e30\u0e16\u0e49\u0e32\u0e1c\u0e34\u0e14\u0e41\u0e21\u0e49\u0e40\u0e1e\u0e35\u0e22\u0e07\u0e15\u0e31\u0e27\u0e40\u0e14\u0e35\u0e22\u0e27<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>posting \u0e1c\u0e34\u0e14\u0e1a\u0e23\u0e34\u0e29\u0e31\u0e17<\/li>\n\n\n\n<li>vendor mapping \u0e1c\u0e34\u0e14<\/li>\n\n\n\n<li>duplicate invoice<\/li>\n\n\n\n<li>VAT report \u0e1c\u0e34\u0e14<\/li>\n\n\n\n<li>audit trace \u0e21\u0e35\u0e1b\u0e31\u0e0d\u0e2b\u0e32<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udde0 \u0e41\u0e19\u0e27\u0e04\u0e34\u0e14\u0e2b\u0e25\u0e31\u0e01\u0e02\u0e2d\u0e07\u0e23\u0e30\u0e1a\u0e1a\u0e19\u0e35\u0e49<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48\u0e08\u0e30\u0e40\u0e0a\u0e37\u0e48\u0e2d OCR \u0e42\u0e14\u0e22\u0e15\u0e23\u0e07<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e23\u0e30\u0e1a\u0e1a\u0e16\u0e39\u0e01\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e1a\u0e19\u0e41\u0e19\u0e27\u0e04\u0e34\u0e14\u0e27\u0e48\u0e32<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201cOCR \u0e40\u0e1b\u0e47\u0e19\u0e40\u0e1e\u0e35\u0e22\u0e07\u0e1c\u0e39\u0e49\u0e40\u0e2a\u0e19\u0e2d\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<br \/>\u0e41\u0e15\u0e48\u0e23\u0e30\u0e1a\u0e1a validation \u0e15\u0e49\u0e2d\u0e07\u0e40\u0e1b\u0e47\u0e19\u0e1c\u0e39\u0e49\u0e15\u0e31\u0e14\u0e2a\u0e34\u0e19\u0e27\u0e48\u0e32\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e19\u0e31\u0e49\u0e19 \u2018\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e44\u0e14\u0e49\u0e08\u0e23\u0e34\u0e07\u2019 \u0e2b\u0e23\u0e37\u0e2d\u0e44\u0e21\u0e48\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e14\u0e31\u0e07\u0e19\u0e31\u0e49\u0e19\u0e17\u0e38\u0e01 record \u0e15\u0e49\u0e2d\u0e07\u0e1c\u0e48\u0e32\u0e19<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>business rule validation<\/li>\n\n\n\n<li>master data validation<\/li>\n\n\n\n<li>structural validation<\/li>\n\n\n\n<li>duplicate checking<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e01\u0e48\u0e2d\u0e19\u0e08\u0e30\u0e16\u0e39\u0e01\u0e2a\u0e48\u0e07\u0e15\u0e48\u0e2d\u0e44\u0e1b SAP<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\u2699\ufe0f \u0e15\u0e31\u0e27\u0e2d\u0e22\u0e48\u0e32\u0e07 Validation Logic \u0e08\u0e32\u0e01\u0e23\u0e30\u0e1a\u0e1a\u0e08\u0e23\u0e34\u0e07<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">1. Validate Company Code<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e23\u0e30\u0e1a\u0e1a\u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a\u0e27\u0e48\u0e32<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Company Code \u0e27\u0e48\u0e32\u0e07\u0e2b\u0e23\u0e37\u0e2d\u0e44\u0e21\u0e48<\/li>\n\n\n\n<li>Company Code \u0e15\u0e23\u0e07\u0e01\u0e31\u0e1a business unit \u0e08\u0e23\u0e34\u0e07\u0e2b\u0e23\u0e37\u0e2d\u0e44\u0e21\u0e48<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e16\u0e49\u0e32\u0e1e\u0e1a\u0e27\u0e48\u0e32\u0e2b\u0e32\u0e22:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e15\u0e34\u0e21\u0e04\u0e48\u0e32\u0e43\u0e2b\u0e49\u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34\u0e43\u0e19\u0e1a\u0e32\u0e07\u0e01\u0e23\u0e13\u0e35<\/li>\n\n\n\n<li>\u0e2b\u0e23\u0e37\u0e2d mark \u0e2a\u0e35\u0e40\u0e2b\u0e25\u0e37\u0e2d\u0e07\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e2b\u0e49 user \u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e19\u0e35\u0e48\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48 \u201c\u0e40\u0e0a\u0e47\u0e04\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u201d<br \/>\u0e41\u0e15\u0e48\u0e04\u0e37\u0e2d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201crepair + validation\u201d \u0e44\u0e1b\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e01\u0e31\u0e19<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2. Validate Vendor \u0e08\u0e32\u0e01 Tax ID<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e23\u0e30\u0e1a\u0e1a\u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e40\u0e0a\u0e37\u0e48\u0e2d Vendor Name \u0e08\u0e32\u0e01 OCR \u0e42\u0e14\u0e22\u0e15\u0e23\u0e07<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e43\u0e0a\u0e49<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tax ID<\/li>\n\n\n\n<li>Branch<\/li>\n\n\n\n<li>Vendor Master<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e40\u0e1e\u0e37\u0e48\u0e2d cross-check \u0e04\u0e27\u0e32\u0e21\u0e2a\u0e31\u0e21\u0e1e\u0e31\u0e19\u0e18\u0e4c\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e40\u0e1e\u0e23\u0e32\u0e30\u0e43\u0e19\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Vendor Name OCR \u0e1c\u0e34\u0e14\u0e44\u0e14\u0e49\u0e07\u0e48\u0e32\u0e22<br \/>\u0e41\u0e15\u0e48 Tax ID \u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e16\u0e37\u0e2d\u0e01\u0e27\u0e48\u0e32<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">3. Duplicate Invoice Detection<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e2b\u0e19\u0e36\u0e48\u0e07\u0e43\u0e19\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e43\u0e2b\u0e0d\u0e48\u0e02\u0e2d\u0e07 OCR workflow \u0e04\u0e37\u0e2d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">invoice \u0e40\u0e14\u0e34\u0e21\u0e16\u0e39\u0e01 scan \u0e0b\u0e49\u0e33<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e23\u0e30\u0e1a\u0e1a\u0e08\u0e36\u0e07\u0e2a\u0e23\u0e49\u0e32\u0e07 dictionary<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tax ID + Invoice Number<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e43\u0e0a\u0e49 detect duplicate \u0e01\u0e48\u0e2d\u0e19 posting<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e19\u0e35\u0e48\u0e0a\u0e48\u0e27\u0e22\u0e25\u0e14<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>duplicate posting<\/li>\n\n\n\n<li>payment duplication<\/li>\n\n\n\n<li>accounting reconciliation issue<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e44\u0e14\u0e49\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e21\u0e32\u0e01<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4. Error Description Layer<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e17\u0e38\u0e01 validation \u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e2b\u0e22\u0e38\u0e14\u0e41\u0e04\u0e48 \u201c\u0e40\u0e08\u0e2d error\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e23\u0e30\u0e1a\u0e1a\u0e40\u0e02\u0e35\u0e22\u0e19<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Error_Desc<\/li>\n\n\n\n<li>\u0e04\u0e33\u0e2d\u0e18\u0e34\u0e1a\u0e32\u0e22<\/li>\n\n\n\n<li>\u0e2a\u0e32\u0e40\u0e2b\u0e15\u0e38\u0e17\u0e35\u0e48\u0e41\u0e01\u0e49\u0e44\u0e02<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e40\u0e01\u0e47\u0e1a\u0e44\u0e27\u0e49\u0e43\u0e19\u0e44\u0e1f\u0e25\u0e4c\u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e14\u0e49\u0e27\u0e22<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e2a\u0e34\u0e48\u0e07\u0e19\u0e35\u0e49\u0e2a\u0e33\u0e04\u0e31\u0e0d\u0e21\u0e32\u0e01 \u0e40\u0e1e\u0e23\u0e32\u0e30<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u0e23\u0e30\u0e1a\u0e1a automation \u0e17\u0e35\u0e48\u0e14\u0e35 \u0e15\u0e49\u0e2d\u0e07 explain \u0e15\u0e31\u0e27\u0e40\u0e2d\u0e07\u0e44\u0e14\u0e49<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48\u0e41\u0e04\u0e48 \u201c\u0e1c\u0e48\u0e32\u0e19\/\u0e44\u0e21\u0e48\u0e1c\u0e48\u0e32\u0e19\u201d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udd04 Human-in-the-loop Design<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e1c\u0e21\u0e15\u0e31\u0e49\u0e07\u0e43\u0e08\u0e43\u0e19\u0e23\u0e30\u0e1a\u0e1a\u0e19\u0e35\u0e49 \u0e04\u0e37\u0e2d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48 replace \u0e04\u0e19<br \/>\u0e41\u0e15\u0e48\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e04\u0e19\u0e15\u0e23\u0e27\u0e08\u0e40\u0e09\u0e1e\u0e32\u0e30 \u201c\u0e08\u0e38\u0e14\u0e17\u0e35\u0e48\u0e21\u0e35\u0e04\u0e27\u0e32\u0e21\u0e40\u0e2a\u0e35\u0e48\u0e22\u0e07\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e14\u0e31\u0e07\u0e19\u0e31\u0e49\u0e19 workflow \u0e08\u0e23\u0e34\u0e07\u0e04\u0e37\u0e2d<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OCR \u0e2d\u0e48\u0e32\u0e19<\/li>\n\n\n\n<li>\u0e23\u0e30\u0e1a\u0e1a validate<\/li>\n\n\n\n<li>highlight anomaly<\/li>\n\n\n\n<li>user review \u0e40\u0e09\u0e1e\u0e32\u0e30 exception<\/li>\n\n\n\n<li>post \u0e40\u0e02\u0e49\u0e32 SAP<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e17\u0e19\u0e17\u0e35\u0e48 user \u0e08\u0e30\u0e15\u0e49\u0e2d\u0e07<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e40\u0e1b\u0e34\u0e14 invoice \u0e17\u0e38\u0e01\u0e43\u0e1a<\/li>\n\n\n\n<li>\u0e40\u0e0a\u0e47\u0e04\u0e17\u0e38\u0e01 field<\/li>\n\n\n\n<li>\u0e15\u0e23\u0e27\u0e08 manual \u0e17\u0e31\u0e49\u0e07\u0e2b\u0e21\u0e14<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udcca \u0e1c\u0e25\u0e25\u0e31\u0e1e\u0e18\u0e4c\u0e17\u0e35\u0e48\u0e44\u0e14\u0e49\u0e08\u0e32\u0e01\u0e41\u0e19\u0e27\u0e04\u0e34\u0e14\u0e19\u0e35\u0e49<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e2b\u0e25\u0e31\u0e07\u0e21\u0e35 validation layer<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e25\u0e14 manual checking \u0e08\u0e33\u0e19\u0e27\u0e19\u0e21\u0e32\u0e01<\/li>\n\n\n\n<li>\u0e25\u0e14 duplicate posting<\/li>\n\n\n\n<li>\u0e25\u0e14 vendor mismatch<\/li>\n\n\n\n<li>\u0e25\u0e14 human error<\/li>\n\n\n\n<li>\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e27\u0e32\u0e21\u0e40\u0e23\u0e47\u0e27\u0e43\u0e19\u0e01\u0e32\u0e23 prepare posting<\/li>\n\n\n\n<li>\u0e17\u0e33\u0e43\u0e2b\u0e49 OCR data \u201c\u0e1e\u0e23\u0e49\u0e2d\u0e21\u0e43\u0e0a\u0e49\u0e07\u0e32\u0e19\u0e08\u0e23\u0e34\u0e07\u201d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e40\u0e1e\u0e23\u0e32\u0e30\u0e43\u0e19\u0e17\u0e49\u0e32\u0e22\u0e17\u0e35\u0e48\u0e2a\u0e38\u0e14<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e15\u0e49\u0e2d\u0e07\u0e01\u0e32\u0e23 \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48 OCR \u0e17\u0e35\u0e48\u0e2d\u0e48\u0e32\u0e19\u0e44\u0e14\u0e49<br \/>\u0e41\u0e15\u0e48\u0e04\u0e37\u0e2d \u201c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e17\u0e35\u0e48\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e16\u0e37\u0e2d\u0e44\u0e14\u0e49\u201d<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\udca1 Insight Layer<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83e\udde0 System Insight<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e1b\u0e31\u0e0d\u0e2b\u0e32\u0e02\u0e2d\u0e07 OCR \u0e43\u0e19\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23 \u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48 accuracy \u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e14\u0e35\u0e22\u0e27<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e04\u0e37\u0e2d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201c\u0e04\u0e27\u0e32\u0e21\u0e44\u0e21\u0e48\u0e2a\u0e2d\u0e14\u0e04\u0e25\u0e49\u0e2d\u0e07\u0e01\u0e31\u0e1a business rule\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">OCR \u0e2d\u0e32\u0e08\u0e2d\u0e48\u0e32\u0e19\u0e16\u0e39\u0e01\u0e40\u0e0a\u0e34\u0e07\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21<br \/>\u0e41\u0e15\u0e48\u0e1c\u0e34\u0e14\u0e40\u0e0a\u0e34\u0e07\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u0e44\u0e14\u0e49\u0e40\u0e2a\u0e21\u0e2d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e14\u0e31\u0e07\u0e19\u0e31\u0e49\u0e19<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">validation layer \u0e04\u0e37\u0e2d\u0e2a\u0e48\u0e27\u0e19\u0e17\u0e35\u0e48\u0e40\u0e1b\u0e25\u0e35\u0e48\u0e22\u0e19 \u201c\u0e02\u0e49\u0e2d\u0e04\u0e27\u0e32\u0e21\u201d \u0e43\u0e2b\u0e49\u0e01\u0e25\u0e32\u0e22\u0e40\u0e1b\u0e47\u0e19 \u201c\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e18\u0e38\u0e23\u0e01\u0e34\u0e08\u201d<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udc65 Behavioral Insight<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e2b\u0e25\u0e32\u0e22\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e1e\u0e22\u0e32\u0e22\u0e32\u0e21\u0e41\u0e01\u0e49 OCR \u0e14\u0e49\u0e27\u0e22<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>model \u0e17\u0e35\u0e48\u0e41\u0e21\u0e48\u0e19\u0e02\u0e36\u0e49\u0e19<\/li>\n\n\n\n<li>AI \u0e17\u0e35\u0e48\u0e09\u0e25\u0e32\u0e14\u0e02\u0e36\u0e49\u0e19<\/li>\n\n\n\n<li>template \u0e17\u0e35\u0e48\u0e25\u0e30\u0e40\u0e2d\u0e35\u0e22\u0e14\u0e02\u0e36\u0e49\u0e19<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e2a\u0e34\u0e48\u0e07\u0e17\u0e35\u0e48\u0e21\u0e31\u0e01\u0e02\u0e32\u0e14\u0e04\u0e37\u0e2d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">business validation logic<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e17\u0e31\u0e49\u0e07\u0e17\u0e35\u0e48\u0e43\u0e19\u0e42\u0e25\u0e01\u0e08\u0e23\u0e34\u0e07<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0e04\u0e19\u0e1a\u0e31\u0e0d\u0e0a\u0e35\u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e2a\u0e19\u0e43\u0e08 OCR score<\/li>\n\n\n\n<li>\u0e41\u0e15\u0e48\u0e2a\u0e19\u0e43\u0e08\u0e27\u0e48\u0e32 post \u0e40\u0e02\u0e49\u0e32 SAP \u0e44\u0e14\u0e49\u0e2b\u0e23\u0e37\u0e2d\u0e44\u0e21\u0e48<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd01 Reusable Principle<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e16\u0e49\u0e32\u0e23\u0e30\u0e1a\u0e1a\u0e1b\u0e25\u0e32\u0e22\u0e17\u0e32\u0e07\u0e40\u0e1b\u0e47\u0e19<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ERP<\/li>\n\n\n\n<li>SAP<\/li>\n\n\n\n<li>Financial posting<\/li>\n\n\n\n<li>Tax reporting<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e2d\u0e22\u0e48\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d OCR \u0e42\u0e14\u0e22\u0e15\u0e23\u0e07<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e15\u0e49\u0e2d\u0e07\u0e21\u0e35<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>validation layer<\/li>\n\n\n\n<li>reconciliation logic<\/li>\n\n\n\n<li>master data checking<\/li>\n\n\n\n<li>explainable error handling<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e40\u0e2a\u0e21\u0e2d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\ude80 \u0e2a\u0e23\u0e38\u0e1b<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e23\u0e30\u0e1a\u0e1a\u0e19\u0e35\u0e49\u0e44\u0e21\u0e48\u0e44\u0e14\u0e49\u0e16\u0e39\u0e01\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e43\u0e2b\u0e49<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201c\u0e2d\u0e48\u0e32\u0e19 Invoice \u0e44\u0e14\u0e49\u0e40\u0e01\u0e48\u0e07\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e15\u0e48\u0e16\u0e39\u0e01\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e43\u0e2b\u0e49<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u201c\u0e17\u0e33\u0e43\u0e2b\u0e49\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e08\u0e32\u0e01 OCR \u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e16\u0e37\u0e2d\u0e44\u0e14\u0e49\u0e1e\u0e2d\u0e2a\u0e33\u0e2b\u0e23\u0e31\u0e1a\u0e23\u0e30\u0e1a\u0e1a\u0e2d\u0e07\u0e04\u0e4c\u0e01\u0e23\u0e08\u0e23\u0e34\u0e07\u201d<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u0e41\u0e25\u0e30\u0e43\u0e19\u0e42\u0e25\u0e01\u0e02\u0e2d\u0e07 enterprise automation<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Validation \u0e04\u0e37\u0e2d\u0e2b\u0e31\u0e27\u0e43\u0e08\u0e02\u0e2d\u0e07\u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e16\u0e37\u0e2d<br \/>\u0e44\u0e21\u0e48\u0e43\u0e0a\u0e48 OCR accuracy \u0e40\u0e1e\u0e35\u0e22\u0e07\u0e2d\u0e22\u0e48\u0e32\u0e07\u0e40\u0e14\u0e35\u0e22\u0e27<\/p>\n<\/blockquote>\n\n\n<div class=\"taxonomy-post_tag wp-block-post-terms\"><a href=\"https:\/\/snasui.com\/wordpress\/tag\/accounting-system\/\" rel=\"tag\">Accounting System<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/business-process-automation\/\" rel=\"tag\">Business Process Automation<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/case-study\/\" rel=\"tag\">Case Study<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/data-validation\/\" rel=\"tag\">Data Validation<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/enterprise-automation\/\" rel=\"tag\">Enterprise Automation<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/excel-vba\/\" rel=\"tag\">Excel VBA<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/invoice-validation\/\" rel=\"tag\">Invoice Validation<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/ocr-automation\/\" rel=\"tag\">OCR Automation<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/sap-automation\/\" rel=\"tag\">SAP Automation<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/silent-systems\/\" rel=\"tag\">Silent Systems<\/a><span class=\"wp-block-post-terms__separator\">, <\/span><a href=\"https:\/\/snasui.com\/wordpress\/tag\/vba-system\/\" rel=\"tag\">VBA System<\/a><\/div>","protected":false},"excerpt":{"rendered":"<p>Case Study \u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e23\u0e30\u0e1a\u0e1a Validate \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 Invoice \u0e08\u0e32\u0e01 OCR \u0e14\u0e49\u0e27\u0e22 VBA \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1a\u0e31\u0e0d\u0e0a\u0e35 \u0e01\u0e48\u0e2d\u0e19\u0e2a\u0e48\u0e07\u0e40\u0e02\u0e49\u0e32 SAP \u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34 \u0e25\u0e14\u0e04\u0e27\u0e32\u0e21\u0e1c\u0e34\u0e14\u0e1e\u0e25\u0e32\u0e14\u0e41\u0e25\u0e30\u0e40\u0e1e\u0e34\u0e48\u0e21\u0e04\u0e27\u0e32\u0e21\u0e19\u0e48\u0e32\u0e40\u0e0a\u0e37\u0e48\u0e2d\u0e16\u0e37\u0e2d\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25<\/p>\n","protected":false},"author":1,"featured_media":11475,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"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":"","adv-header-id-meta":"","stick-header-meta":"","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":"var(--ast-global-color-4)","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":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[355],"tags":[643,664,634,198,642,639,669,672,671,439,670],"class_list":["post-11474","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-silent-systems","tag-accounting-system","tag-business-process-automation","tag-case-study","tag-data-validation","tag-enterprise-automation","tag-excel-vba","tag-invoice-validation","tag-ocr-automation","tag-sap-automation","tag-silent-systems","tag-vba-system"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>OCR Invoice Validation \u0e14\u0e49\u0e27\u0e22 VBA: \u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 OCR<\/title>\n<meta name=\"description\" content=\"Case Study \u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e23\u0e30\u0e1a\u0e1a Validate \u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25 Invoice \u0e08\u0e32\u0e01 OCR \u0e14\u0e49\u0e27\u0e22 VBA \u0e40\u0e1e\u0e37\u0e48\u0e2d\u0e15\u0e23\u0e27\u0e08\u0e2a\u0e2d\u0e1a\u0e04\u0e27\u0e32\u0e21\u0e16\u0e39\u0e01\u0e15\u0e49\u0e2d\u0e07\u0e02\u0e2d\u0e07\u0e02\u0e49\u0e2d\u0e21\u0e39\u0e25\u0e1a\u0e31\u0e0d\u0e0a\u0e35 \u0e01\u0e48\u0e2d\u0e19\u0e2a\u0e48\u0e07\u0e40\u0e02\u0e49\u0e32 SAP \u0e2d\u0e31\u0e15\u0e42\u0e19\u0e21\u0e31\u0e15\u0e34\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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