{"id":1254,"date":"2024-09-19T13:08:39","date_gmt":"2024-09-19T13:08:39","guid":{"rendered":"http:\/\/13.90.168.50\/saiblogs\/?p=1254"},"modified":"2025-07-07T09:42:09","modified_gmt":"2025-07-07T09:42:09","slug":"beyond-the-breach-the-hidden-dangers-of-toxic-data","status":"publish","type":"post","link":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/","title":{"rendered":"Beyond the Breach: The Hidden Dangers of Toxic Data"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span><p><span data-contrast=\"auto\">Poor-quality data can have serious consequences, affecting costs, revenue, and customer loyalty. Data quality is a critical factor in corporate success, and operational systems suffer greatly from toxic data.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">It also undermines business intelligence tools, leading to flawed decisions that may result in financial losses, damaged customer relationships, and harm to a company&#8217;s reputation. As data becomes a strategic asset, organizations are holding leaders accountable for ensuring the accuracy, reliability, and quality of their data.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335559738&quot;:240,&quot;335559739&quot;:240,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Major Impacts of Toxic Data<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li><span data-contrast=\"auto\">Customer Dissatisfaction<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Lost Sales Opportunity<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Loss of Business Reputation<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Incorrect Business Decision<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Decrease in Revenue<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<h3>How Data Quality Can Adversely Affect Your Organization?<span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h3>\n<h4>Inefficiencies in Data-dependent Business Operations are Caused by Poor Data Quality.<span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">Companies use data in almost all business processes in one form or another. Data plays a crucial role in client order input, billing, reporting, and business analytics. Even with flawless execution of every business function, inadequate data can cause major disruptions. These inefficiencies lead to highly costly rework attempts to \u201cfix\u201d the data to satisfy different expectations of the processes.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">For instance, inadequate data quality and a lack of data validation in financial transactions may result in losses. There\u2019s a chance that the bank amount in the books and the amount in the bank may not match. Payment of duplicate invoices could result in losses of money. When there is a significant of money owed to the vendor by that company, payments to them may be made. There\u2019s a chance the discount amount was computed improperly. Remittances might be recorded in the incorrect amount.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h4>Insufficient Data Quality Can Result in Flawed Decision-making.\u00a0<span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h4>\n<p><span data-contrast=\"auto\">A choice can only be as good as the data on which it is based. Businesses should ensure that their data accurately depicts reality because important decisions based on faulty data can lead to grave consequences.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Recently congressional investigators revealed that a flawed database used by two-thirds of the US health insurance industry under-compensated patients for their visits to doctors outside the insurer\u2019s network. This calculation error causes exaggerated medical costs for Americans, amounting to billions of Dollars.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h4>Poor Data Quality Breeds Mistrust<\/h4>\n<p><span data-contrast=\"auto\">Poor Data Quality can undermine customers\u2019 confidence in a company. If the data is incorrect, organizations can waste time, money, and their reputations. Some studies indicate that acquiring a new customer costs four times less than losing an existing one due to staff expenditures and advertising expenses.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">According to a recent survey conducted by Experien\u2019s marketing services division, US companies acknowledge that improper customer data management costs them 7.3 percent of their sales. The survey further states that <strong>77%<\/strong> of businesses that admit to having poor data quality also recognize that this flaw hurts their bottom line.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<h3>Some Real-life Consequences Businesses Can Face<span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:0,&quot;335559740&quot;:240}\">\u00a0<\/span><\/h3>\n<table data-tablestyle=\"MsoTableGrid\" data-tablelook=\"1184\" aria-rowcount=\"8\">\n<tbody>\n<tr aria-rowindex=\"1\">\n<td data-celllook=\"0\"><b><span data-contrast=\"auto\">Process<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><b><span data-contrast=\"auto\">Impact<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"2\">\n<td data-celllook=\"0\"><strong>Customer Retention Impact\u00a0<\/strong><\/td>\n<td data-celllook=\"0\">\n<ul>\n<li><span data-contrast=\"auto\">Improved CRM systems cannot produce ROI on their own and do not ensure the quality of customer data. What matters is the caliber of the data entered into the system.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Incorrect customer names and addresses decrease customer trust.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">consumer attrition is a result of consumer complaints.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"3\">\n<td data-celllook=\"0\"><strong>Operational In Efficiency\u00a0<\/strong><\/td>\n<td data-celllook=\"0\">\n<ul>\n<li><span data-contrast=\"auto\">Corrective actions divert an organization&#8217;s attention when incorrect data is discovered.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Internal effects include examination, root cause analysis, resolving procedural or IT problems, and ongoing observation<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">External effects include recalling credit cards issued to incorrect addresses and handling all the ramifications of inaccurate data.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr aria-rowindex=\"4\">\n<td data-celllook=\"0\"><strong>Business Impact<\/strong><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"auto\">Inadequate data negatively impacts corporate operations in numerous ways. Order fulfillment mistakes, invoices sent to the wrong place, Duplicate payments to vendors, and customer payments applied to the wrong accounts are all possible. The end result is disgruntled clients and suppliers in addition to disgruntled and ineffective workers.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"5\">\n<td data-celllook=\"0\"><strong>Regulatory Impact<\/strong><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:2,&quot;335551620&quot;:2,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\">\n<ul>\n<li><span data-contrast=\"auto\">Erroneous regulatory filings that might result in legal risk.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Poor Data quality that affects shareholders or customers may give rise to legal action.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<tr aria-rowindex=\"6\">\n<td data-celllook=\"0\"><strong>Business Reputation Impact\u00a0<\/strong><\/td>\n<td data-celllook=\"0\">\n<ul>\n<li><span data-contrast=\"auto\">A data problem that affects many different stakeholders might get media attention.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Significant Product Recall<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"7\">\n<td data-celllook=\"0\"><strong>Decision Impact\u00a0<\/strong><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"auto\">The Quality of Data determines the decision\u2019s quality. Poor Data quality results in decisions that are either under\u00a0 \u00a0or uninformed. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"8\">\n<td data-celllook=\"0\"><strong>Shareholder Impact\u00a0<\/strong><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"auto\">Inadequate audit ratings and flawed statements may cause investors and shareholders to lose faith in a company.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559740&quot;:259}\">\u00a0<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><b><span data-contrast=\"auto\">Conclusion<\/span><\/b><\/h3>\n<p><span data-contrast=\"auto\">Achieving data quality requires constant work and cannot be done quickly. According to the Japanese Kaizen concept, individuals can make small everyday gains that add up to significant benefits over time. The accuracy, completeness, consistency, conformance, and timeliness of a piece of data, along with how the organization stores and transfers the data, all fall under the general phrase \u201cdata quality\u201d. Businesses will vary the definition and specifications of data quality, but in the end, what matters is that the data is \u201cfit for a purpose\u201d. Companies must be able to use data as an asset to support their ongoing expansion.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559685&quot;:720,&quot;335559739&quot;:160,&quot;335559740&quot;:259,&quot;335572079&quot;:6,&quot;335572080&quot;:1,&quot;335572081&quot;:4278190080,&quot;469789806&quot;:&quot;single&quot;}\">\u00a0<\/span><\/p>\n<p><a style=\"color: #d7212a; font-size: 14px;\" href=\"http:\/\/123.63.97.202:81\/scalable-ai\/assets\/pdf\/whitepapers\/Scalable_AI_Whitepaper_Toxic_Data.pdf\" target=\"_blank\" rel=\"noopener\"> Read Whitepaper <span class=\"break\">Toxic Data: Hidden Threat to Your Organization&#8217;s Performance<\/span> <\/a><\/p>\n<div class=\"getin-touch\">\n<div class=\"container\">\n<div class=\"row\">\n<div class=\"col-10 mx-auto\">\n<div class=\"get-box\">\n<h1>Want Better Data, Smarter AI, and Faster Decisions? Talk to us today!<\/h1>\n<p><a href=\"http:\/\/123.63.97.202:81\/scalable-systems\/contact.aspx\" target=\"_blank\" rel=\"noopener\">Get in Touch<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>Poor-quality data can have serious consequences, affecting costs, revenue, and customer loyalty. Data quality is a critical factor in corporate success, and operational systems suffer<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1254","post","type-post","status-publish","format-standard","hentry","category-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\r\n<title>Beyond the Breach: The Hidden Dangers of Toxic Data - Insights<\/title>\r\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\r\n<link rel=\"canonical\" href=\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/\" \/>\r\n<meta property=\"og:locale\" content=\"en_US\" \/>\r\n<meta property=\"og:type\" content=\"article\" \/>\r\n<meta property=\"og:title\" content=\"Beyond the Breach: The Hidden Dangers of Toxic Data - Insights\" \/>\r\n<meta property=\"og:description\" content=\"Reading Time:  3 minutesPoor-quality data can have serious consequences, affecting costs, revenue, and customer loyalty. Data quality is a critical factor in corporate success, and operational systems suffer\" \/>\r\n<meta property=\"og:url\" content=\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/\" \/>\r\n<meta property=\"og:site_name\" content=\"Insights\" \/>\r\n<meta property=\"article:published_time\" content=\"2024-09-19T13:08:39+00:00\" \/>\r\n<meta property=\"article:modified_time\" content=\"2025-07-07T09:42:09+00:00\" \/>\r\n<meta name=\"author\" content=\"Scalable AI\" \/>\r\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\r\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Scalable AI\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\r\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/#article\",\"isPartOf\":{\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/\"},\"author\":{\"name\":\"Scalable AI\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/person\/cacab059429bfb2b27e1fd0206413a81\"},\"headline\":\"Beyond the Breach: The Hidden Dangers of Toxic Data\",\"datePublished\":\"2024-09-19T13:08:39+00:00\",\"dateModified\":\"2025-07-07T09:42:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/\"},\"wordCount\":826,\"commentCount\":0,\"publisher\":{\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#organization\"},\"articleSection\":[\"DATA\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/\",\"url\":\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/\",\"name\":\"Beyond the Breach: The Hidden Dangers of Toxic Data - Insights\",\"isPartOf\":{\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#website\"},\"datePublished\":\"2024-09-19T13:08:39+00:00\",\"dateModified\":\"2025-07-07T09:42:09+00:00\",\"breadcrumb\":{\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"http:\/\/13.90.168.50\/saiblogs\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Beyond the Breach: The Hidden Dangers of Toxic Data\"}]},{\"@type\":\"WebSite\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#website\",\"url\":\"http:\/\/13.90.168.50\/saiblogs\/\",\"name\":\"Insights\",\"description\":\"Discover how enterprises can innovate faster by exploring new-age solutions, services, and products.\",\"publisher\":{\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\/\/13.90.168.50\/saiblogs\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#organization\",\"name\":\"Insights\",\"url\":\"http:\/\/13.90.168.50\/saiblogs\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/logo\/image\/\",\"url\":\"http:\/\/13.90.168.50\/saiblogs\/wp-content\/uploads\/2024\/05\/Scalable-AI.png\",\"contentUrl\":\"http:\/\/13.90.168.50\/saiblogs\/wp-content\/uploads\/2024\/05\/Scalable-AI.png\",\"width\":1295,\"height\":458,\"caption\":\"Insights\"},\"image\":{\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/person\/cacab059429bfb2b27e1fd0206413a81\",\"name\":\"Scalable AI\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/f88047091fd0c694da5d2ae080f2257fcd9f2de729ee810a6ff8bcdef2671b6d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/f88047091fd0c694da5d2ae080f2257fcd9f2de729ee810a6ff8bcdef2671b6d?s=96&d=mm&r=g\",\"caption\":\"Scalable AI\"},\"sameAs\":[\"http:\/\/localhost\/wordpress\"],\"url\":\"http:\/\/13.90.168.50\/saiblogs\/index.php\/author\/ssadmin\/\"}]}<\/script>\r\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Beyond the Breach: The Hidden Dangers of Toxic Data - Insights","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":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/","og_locale":"en_US","og_type":"article","og_title":"Beyond the Breach: The Hidden Dangers of Toxic Data - Insights","og_description":"Reading Time:  3 minutesPoor-quality data can have serious consequences, affecting costs, revenue, and customer loyalty. Data quality is a critical factor in corporate success, and operational systems suffer","og_url":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/","og_site_name":"Insights","article_published_time":"2024-09-19T13:08:39+00:00","article_modified_time":"2025-07-07T09:42:09+00:00","author":"Scalable AI","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Scalable AI","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/#article","isPartOf":{"@id":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/"},"author":{"name":"Scalable AI","@id":"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/person\/cacab059429bfb2b27e1fd0206413a81"},"headline":"Beyond the Breach: The Hidden Dangers of Toxic Data","datePublished":"2024-09-19T13:08:39+00:00","dateModified":"2025-07-07T09:42:09+00:00","mainEntityOfPage":{"@id":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/"},"wordCount":826,"commentCount":0,"publisher":{"@id":"http:\/\/13.90.168.50\/saiblogs\/#organization"},"articleSection":["DATA"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/#respond"]}]},{"@type":"WebPage","@id":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/","url":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/","name":"Beyond the Breach: The Hidden Dangers of Toxic Data - Insights","isPartOf":{"@id":"http:\/\/13.90.168.50\/saiblogs\/#website"},"datePublished":"2024-09-19T13:08:39+00:00","dateModified":"2025-07-07T09:42:09+00:00","breadcrumb":{"@id":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/"]}]},{"@type":"BreadcrumbList","@id":"http:\/\/13.90.168.50\/saiblogs\/index.php\/beyond-the-breach-the-hidden-dangers-of-toxic-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"http:\/\/13.90.168.50\/saiblogs\/"},{"@type":"ListItem","position":2,"name":"Beyond the Breach: The Hidden Dangers of Toxic Data"}]},{"@type":"WebSite","@id":"http:\/\/13.90.168.50\/saiblogs\/#website","url":"http:\/\/13.90.168.50\/saiblogs\/","name":"Insights","description":"Discover how enterprises can innovate faster by exploring new-age solutions, services, and products.","publisher":{"@id":"http:\/\/13.90.168.50\/saiblogs\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/13.90.168.50\/saiblogs\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"http:\/\/13.90.168.50\/saiblogs\/#organization","name":"Insights","url":"http:\/\/13.90.168.50\/saiblogs\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/logo\/image\/","url":"http:\/\/13.90.168.50\/saiblogs\/wp-content\/uploads\/2024\/05\/Scalable-AI.png","contentUrl":"http:\/\/13.90.168.50\/saiblogs\/wp-content\/uploads\/2024\/05\/Scalable-AI.png","width":1295,"height":458,"caption":"Insights"},"image":{"@id":"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/person\/cacab059429bfb2b27e1fd0206413a81","name":"Scalable AI","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"http:\/\/13.90.168.50\/saiblogs\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/f88047091fd0c694da5d2ae080f2257fcd9f2de729ee810a6ff8bcdef2671b6d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f88047091fd0c694da5d2ae080f2257fcd9f2de729ee810a6ff8bcdef2671b6d?s=96&d=mm&r=g","caption":"Scalable AI"},"sameAs":["http:\/\/localhost\/wordpress"],"url":"http:\/\/13.90.168.50\/saiblogs\/index.php\/author\/ssadmin\/"}]}},"_links":{"self":[{"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/posts\/1254","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/comments?post=1254"}],"version-history":[{"count":2,"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/posts\/1254\/revisions"}],"predecessor-version":[{"id":1558,"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/posts\/1254\/revisions\/1558"}],"wp:attachment":[{"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/media?parent=1254"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/categories?post=1254"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/13.90.168.50\/saiblogs\/index.php\/wp-json\/wp\/v2\/tags?post=1254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}