{"id":9905,"date":"2025-01-15T08:31:42","date_gmt":"2025-01-15T08:31:42","guid":{"rendered":"https:\/\/intuceo.com\/?post_type=case-study&#038;p=9905"},"modified":"2026-09-24T12:09:12","modified_gmt":"2026-09-24T12:09:12","slug":"customized-spellchecker-for-bi-report-consistency","status":"publish","type":"case-study","link":"https:\/\/puffertech.com\/clients\/intuceo\/use-cases\/customized-spellchecker-for-bi-report-consistency\/","title":{"rendered":"Customized Spellchecker for BI Report Consistency"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"9905\" class=\"elementor elementor-9905\" data-elementor-post-type=\"case-study\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f29486 e-flex e-con-boxed e-con e-parent\" data-id=\"8f29486\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-862f462 elementor-widget elementor-widget-heading\" data-id=\"862f462\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Implemented a 98% accurate spellchecker for a Fortune 500\nPharmaceutical, Medical Device Company to increase\ncommunication consistency <\/h3>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb6d9f8 e-flex e-con-boxed e-con e-parent\" data-id=\"eb6d9f8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-8936dee e-con-full e-flex e-con e-child\" data-id=\"8936dee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e672327 elementor-widget elementor-widget-heading\" data-id=\"e672327\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Key Benefits &amp; Features<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db7a4cb elementor-widget__width-initial elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"db7a4cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Achieves 98% accuracy and our client can now generate BI reports instantly, leading to faster decision-making throughout the organization<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DataSharpTM accelerator helped by mining the BI product data and identified columns where users feed information.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b524e56 e-con-full e-flex e-con e-child\" data-id=\"b524e56\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-208aab3 elementor-widget elementor-widget-image\" data-id=\"208aab3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1254\" height=\"932\" src=\"https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-logo-with-checkmark-and-abc_converted-1-e1784814740460.avif\" class=\"attachment-full size-full wp-image-19018\" alt=\"\" srcset=\"https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-logo-with-checkmark-and-abc_converted-1-e1784814740460.avif 1254w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-logo-with-checkmark-and-abc_converted-1-e1784814740460-300x223.avif 300w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-logo-with-checkmark-and-abc_converted-1-e1784814740460-1024x761.avif 1024w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-logo-with-checkmark-and-abc_converted-1-e1784814740460-768x571.avif 768w\" sizes=\"(max-width: 1254px) 100vw, 1254px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-014d985 e-flex e-con-boxed e-con e-parent\" data-id=\"014d985\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-52ba68e e-con-full e-flex e-con e-child\" data-id=\"52ba68e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8b39bc1 elementor-widget elementor-widget-image\" data-id=\"8b39bc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-UI-brand-mockup-infographic_converted.avif\" class=\"attachment-full size-full wp-image-19019\" alt=\"\" srcset=\"https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-UI-brand-mockup-infographic_converted.avif 1536w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-UI-brand-mockup-infographic_converted-300x200.avif 300w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-UI-brand-mockup-infographic_converted-1024x683.avif 1024w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Modern-UI-brand-mockup-infographic_converted-768x512.avif 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb7a820 e-con-full e-flex e-con e-child\" data-id=\"cb7a820\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-379faef elementor-widget elementor-widget-heading\" data-id=\"379faef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Intuceo Managed Analytics Solutions for Medical Device Industry\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8261625 elementor-widget__width-initial elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"8261625\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cleaned the text data by removing special characters and replacing abbreviations with full words<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Built a vision-care dictionary that contained all specialized terms and the correct brand and product names.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Devised a spellcheck algorithm with accompanying if\u2013then rules that corrects mistakes and associates products with the right brands (see the figure to the left).<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19bc9b2 e-flex e-con-boxed e-con e-parent\" data-id=\"19bc9b2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6369023 e-con-full e-flex e-con e-child\" data-id=\"6369023\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4850801 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"4850801\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The Intuceo <b>Predictive Analytics Platform <\/b>utilizes open source big data technologies with accelerators for Data Engineering, Predictive Analytics, and Visualization solutions to solve complex\nBusiness Challenges\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14ad9fe e-con-full e-flex e-con e-child\" data-id=\"14ad9fe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0ae3d2 elementor-widget elementor-widget-image\" data-id=\"a0ae3d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2172\" height=\"724\" src=\"https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Business-challenges-overview-graphic-1_converted.avif\" class=\"attachment-full size-full wp-image-19017\" alt=\"\" srcset=\"https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Business-challenges-overview-graphic-1_converted.avif 2172w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Business-challenges-overview-graphic-1_converted-300x100.avif 300w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Business-challenges-overview-graphic-1_converted-1024x341.avif 1024w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Business-challenges-overview-graphic-1_converted-768x256.avif 768w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Business-challenges-overview-graphic-1_converted-1536x512.avif 1536w, https:\/\/puffertech.com\/clients\/intuceo\/wp-content\/uploads\/2025\/01\/Business-challenges-overview-graphic-1_converted-2048x683.avif 2048w\" sizes=\"(max-width: 2172px) 100vw, 2172px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12eb3f8 e-con-full e-flex e-con e-child\" data-id=\"12eb3f8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c171333 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"c171333\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Download the complete implementation guide and key metrics<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-68aeccc e-con-full e-flex e-con e-child\" data-id=\"68aeccc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-46d7eb7 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"46d7eb7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/245228077.fs1.hubspotusercontent-na2.net\/hubfs\/245228077\/Case%20Study%20Documents\/CS%20-%20Customized%20Spellchecker%20for%20BI%20Report%20Consistency.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Free PDF<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"author":2,"featured_media":12069,"template":"","meta":{"_acf_changed":false},"categories":[164,150],"tags":[],"class_list":["post-9905","case-study","type-case-study","status-publish","has-post-thumbnail","hentry","category-business-analytics","category-usecases"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Custom Spellchecker for BI Reports<\/title>\n<meta name=\"description\" content=\"Explore Intuceo&#039;s AI-powered spellchecker that ensures terminology consistency in pharma BI reports, reducing errors and supporting regulatory compliance.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta 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