{"id":20855,"date":"2025-11-25T16:27:57","date_gmt":"2025-11-25T16:27:57","guid":{"rendered":"https:\/\/www.directimpactsolutions.com\/?p=20855"},"modified":"2025-12-09T15:53:59","modified_gmt":"2025-12-09T15:53:59","slug":"are-your-data-telling-the-truth","status":"publish","type":"post","link":"https:\/\/www.directimpactsolutions.com\/en\/are-your-data-telling-the-truth\/","title":{"rendered":"Is Your Data Telling the Truth?"},"content":{"rendered":"<div class=\"wp-block-uagb-info-box uagb-block-1c3842f4 uagb-infobox__content-wrap  uagb-infobox-icon-above-title uagb-infobox-image-valign-top\"><div class=\"uagb-ifb-content\"><div class=\"uagb-ifb-icon-wrap\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M0 256C0 114.6 114.6 0 256 0C397.4 0 512 114.6 512 256C512 397.4 397.4 512 256 512C114.6 512 0 397.4 0 256zM371.8 211.8C382.7 200.9 382.7 183.1 371.8 172.2C360.9 161.3 343.1 161.3 332.2 172.2L224 280.4L179.8 236.2C168.9 225.3 151.1 225.3 140.2 236.2C129.3 247.1 129.3 264.9 140.2 275.8L204.2 339.8C215.1 350.7 232.9 350.7 243.8 339.8L371.8 211.8z\"><\/path><\/svg><\/div><div class=\"uagb-ifb-title-wrap\"><h3 class=\"uagb-ifb-title\"><strong>UPCOMING EVENT (December 10, 2025)<\/strong><\/h3><\/div><p class=\"uagb-ifb-desc\">Join Direct Impact Solutions for a live session designed to help you bring truth, clarity, <br>and confidence back to the business data you rely on every day through the combined power of AI and human insight.<br><br>\ud83d\udcc5 <strong>Date:<\/strong> December 10, 2025<br><strong>\u23f0 Time: 1:00 PM Eastern (Montreal) \/ 7:00 PM Central Europe \/ 10:00 AM Pacific<br><\/strong>\ud83d\udd17 <strong>Reserve your place here:<\/strong> <a href=\"https:\/\/zoom.us\/webinar\/register\/WN_DBPc5WuPQk61gfKMZ6t4_Q#\/registration\" target=\"_blank\" rel=\"noreferrer noopener\">Webinar Registration<\/a><br><br><strong>Host: <\/strong>Kris Hayward, Business Development Manager at Direct Impact Solutions<br><strong>Languages:<\/strong> English audio with multi-language subtitles<br><\/p><\/div><\/div><p><\/p><h2 class=\"wp-block-heading\">Recognize When Your Systems Are Lying<\/h2><p>If a customer orders a product and the production line delivers a slightly different version, for instance glossy white instead of pearl white, then this article deserves your attention.&nbsp;<\/p><p>If unofficial spreadsheets circulate because teams need Excel to verify what the system says, then you\u2019re exactly the kind of reader we had in mind.&nbsp;<\/p><p>If your data is so fragmented that people spend more time fixing it than using it, then the next sections will speak to your day-to-day reality.&nbsp;<\/p><p>We see these situations often, across multiple industries and company sizes.&nbsp;They all point to the same thing: <strong>trust in data is fading\u2014quietly, gradually, and long before anyone openly admits it.<\/strong>&nbsp;<\/p><h2 class=\"wp-block-heading\">Why Data Start to Lie<\/h2><p>Data rarely collapses because of one major error.&nbsp;Most of the time, it deteriorates through a chain of small misalignments that build up over time:&nbsp;<\/p><ul class=\"wp-block-list\"><li>Information is entered twice, but not in the same way<\/li><\/ul><ul class=\"wp-block-list\"><li>Systems don\u2019t exchange data consistently and create parallel versions of the truth<\/li><\/ul><ul class=\"wp-block-list\"><li>Quick manual fixes introduced \u201cfor now\u201d become part of a permanent process<\/li><\/ul><ul class=\"wp-block-list\"><li>No one is certain who owns which field, rule, or definition<\/li><\/ul><p>These issues aren\u2019t about technology; they\u2019re about <strong>how organizations grow, how processes evolve, and how small gaps accumulate until they become impossible to ignore<\/strong>.&nbsp;<\/p><h2 class=\"wp-block-heading\">Signs You Can\u2019t Trust Your Data<\/h2><p>Many companies live with these signals for years without recognizing them as issues:&nbsp;<\/p><ul class=\"wp-block-list\"><li>You check the same KPI in two places and get two different answers.<\/li><\/ul><ul class=\"wp-block-list\"><li>Decisions rely more on memory and experience than on dashboards.<\/li><\/ul><ul class=\"wp-block-list\"><li>Mistakes surface when a client points them out.<\/li><\/ul><ul class=\"wp-block-list\"><li>Teams keep personal Excel files because they trust those more than the official system.&nbsp;<\/li><\/ul><p>When this happens, data doesn\u2019t support decisions\u2014it slows, complicates, and even contradicts them.&nbsp;<\/p><h2 class=\"wp-block-heading\">The Cost of Living with Distrust&nbsp;<\/h2><p>When numbers in front of you feel uncertain:&nbsp;<\/p><ul class=\"wp-block-list\"><li>Time disappears in endless reconciliation work.<\/li><\/ul><ul class=\"wp-block-list\"><li>Decisions become slower and less confident.<\/li><\/ul><ul class=\"wp-block-list\"><li>Improvements are postponed because no one feels they have a reliable foundation to build on.&nbsp;<\/li><\/ul><p>The impact isn\u2019t limited to operations.&nbsp;It affects strategy, culture, and clarity.&nbsp;<\/p><h2 class=\"wp-block-heading\">When Organizations Look Closely&nbsp;<\/h2><p>Across the projects we\u2019ve supported, the same patterns tend to emerge.&nbsp;When companies investigate their data quality, they rarely find a dramatic root cause.&nbsp;Instead, they tend to uncover something more subtle and revealing.&nbsp;<\/p><p>We\u2019ve seen situations where two systems calculated the same KPI differently because one formula had been updated and the other hadn\u2019t.&nbsp; We\u2019ve encountered \u201ctemporary\u201d manual adjustments that stayed in the workflow for years.&nbsp;We\u2019ve found product or customer codes drifting just enough to break reporting chains, and&nbsp;we\u2019ve discovered integrations that had quietly stopped working months earlier.&nbsp;<\/p><p>In each case, the turning point wasn\u2019t a new system. Instead, it was our <strong>Data Quality AI Analysis<\/strong>: a careful, methodical review of processes, definitions, data flows, and assumptions, enhanced by intelligent automation.&nbsp;By following this approach, we\u2019ve helped organizations trace inconsistencies to their origin, rebuild alignment, and reestablish a single, trustworthy version of reality.&nbsp;<\/p><h2 class=\"wp-block-heading\">This Tool Makes the Process Fast and Accessible<\/h2><p>To aid this process, we\u2019ve developed an internal analysis tool powered by new AI features introduced in FileMaker 2025, the same engine that supports our <strong>Data Quality AI Analysis<\/strong> service.&nbsp;<\/p><p>This tool helps us analyze data structures, identify inconsistencies, and highlight hidden patterns more quickly, regardless of which systems a company uses.&nbsp;It\u2019s not a replacement for human expertise, but rather it amplifies it.&nbsp;The tool accelerates the diagnostic phase, adapts to each organization\u2019s context, and makes the entire process accessible to companies that don\u2019t have a modern, unified technological stack.&nbsp;<\/p><p>The goal is always the same: <strong>restore clarity, coherence, and confidence in the information that guides decisions<\/strong>.&nbsp;<\/p><h2 class=\"wp-block-heading\">If You Don\u2019t Trust Your Data, You\u2019re Guessing\u2014Not Deciding<\/h2><p>Every organization eventually reaches the same question:&nbsp;<strong>Do we believe the numbers we use every day?<\/strong>&nbsp;<\/p><p>If the answer is \u201cnot always,\u201d the issue is no longer the software\u2014it\u2019s the way information is defined, maintained, and interpreted throughout the company.&nbsp;<\/p><p>We\u2019ve seen this challenge many times, and we\u2019ve helped many organizations navigate it.&nbsp;With the right process, data can become a trusted partner again, not an obstacle.&nbsp;&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Recognize When Your Systems Are Lying If a customer orders a product and the production line delivers a slightly different version, for instance glossy white instead of pearl white, then this article deserves your attention.&nbsp; If unofficial spreadsheets circulate because teams need Excel to verify what the system says, then you\u2019re exactly the kind of &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/www.directimpactsolutions.com\/en\/are-your-data-telling-the-truth\/\"> <span class=\"screen-reader-text\">Is Your Data Telling the Truth?<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":27,"featured_media":20859,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"_uag_custom_page_level_css":"","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":"","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","footnotes":""},"categories":[331,33,29],"tags":[],"class_list":["post-20855","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-events","category-low-code"],"uagb_featured_image_src":{"full":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1.png",1536,1024,false],"thumbnail":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1-150x150.png",150,150,true],"medium":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1-300x200.png",300,200,true],"medium_large":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1-768x512.png",768,512,true],"large":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1-1024x683.png",1024,683,true],"1536x1536":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1.png",1536,1024,false],"2048x2048":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1.png",1536,1024,false],"woocommerce_thumbnail":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1-300x300.png",300,300,true],"woocommerce_single":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1-600x400.png",600,400,true],"woocommerce_gallery_thumbnail":["https:\/\/www.directimpactsolutions.com\/wp-content\/uploads\/2025\/11\/data-quality-analysis_article1-100x100.png",100,100,true]},"uagb_author_info":{"display_name":"Yacine Aklil","author_link":"https:\/\/www.directimpactsolutions.com\/en\/author\/yacine-aklildirectimpactsolutions-com\/"},"uagb_comment_info":0,"uagb_excerpt":"Recognize When Your Systems Are Lying If a customer orders a product and the production line delivers a slightly different version, for instance glossy white instead of pearl white, then this article deserves your attention.&nbsp; If unofficial spreadsheets circulate because teams need Excel to verify what the system says, then you\u2019re exactly the kind of&hellip;","_links":{"self":[{"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/posts\/20855","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/users\/27"}],"replies":[{"embeddable":true,"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/comments?post=20855"}],"version-history":[{"count":6,"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/posts\/20855\/revisions"}],"predecessor-version":[{"id":20974,"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/posts\/20855\/revisions\/20974"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/media\/20859"}],"wp:attachment":[{"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/media?parent=20855"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/categories?post=20855"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.directimpactsolutions.com\/en\/wp-json\/wp\/v2\/tags?post=20855"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}