{"id":1730,"date":"2026-04-15T07:33:43","date_gmt":"2026-04-15T07:33:43","guid":{"rendered":"http:\/\/www.spdata.co.il\/?page_id=1730"},"modified":"2026-08-06T11:07:37","modified_gmt":"2026-08-06T11:07:37","slug":"associative-engine","status":"publish","type":"page","link":"https:\/\/www.spdata.co.il\/en\/associative-engine\/","title":{"rendered":"QLIK ASSOCIATIVE ENGINE"},"content":{"rendered":"\n<section class=\"section hero-section main align wp-block-qlik-hero\" id=\"form-1\">\n    <div class=\"container\">\n        <!-- Hero Text Content -->\n        <div class=\"hero-content\">\n                            <h1 class=\"hero-title section-subtitle\">\n                    QLIK ASSOCIATIVE ENGINE                <\/h1>\n                <h2 class=\"main-title\">\n                    Explore Data Freely. Discover What Others Miss                <\/h2>\n            \n            \n                            <a href=\"https:\/\/www.spdata.co.il\/en\/associative-engine\/#form\" class=\"btn btn-primary\" target=\"\">\n                    Book a demo                <\/a>\n                    <\/div>\n\n        <picture class=\"section-image\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"461\" src=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/assoiative-engine-hero.jpg\" class=\"attachment-large size-large\" alt=\"associative-engine-hero\" srcset=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/assoiative-engine-hero.jpg 768w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/assoiative-engine-hero-300x180.jpg 300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>        <\/picture>\n    <\/div>\n<\/section>\n\n\n<section class=\"wp-block-group page-description section bg-gray is-layout-constrained wp-block-group-is-layout-constrained\">\n<p class=\"wp-block-paragraph\" dir=\"ltr\">Traditional SQL-based tools limit exploration to linear paths, but the Qlik Associative Engine works through association. By indexing every relationship across all data sources in-memory, it allows you to explore data in any direction. The engine instantly recalculates to reveal hidden connections-highlighting both related and unrelated data-providing &#8220;peripheral vision&#8221; at the speed of thought<\/p>\n<\/section>\n\n\n\n\n<section  class=\"section highlight-section\">\n    \n    <div class=\"container\">\n        <div class=\"relative video-frame\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"280\" src=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/06\/video-bg-green.jpg\" class=\"attachment-full size-full\" alt=\"video-bg-green\" srcset=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/06\/video-bg-green.jpg 700w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/06\/video-bg-green-300x120.jpg 300w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/>                            <button\n\tclass=\"play-button\"\n\tdata-open-modal=\"modal-video\" class=\"play-button\"\n\tdata-video-id=\"26I3chJcptw\"\n>\n\t<span class=\"sr-only\">Open Video<\/span>\n    <svg width=\"98\" height=\"96\" viewBox=\"0 0 98 96\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n        <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M49 96C76.062 96 98 74.5097 98 48C98 21.4903 76.062 0 49 0C21.938 0 0 21.4903 0 48C0 74.5097 21.938 96 49 96ZM64.0535 48.3369C64.6571 47.9422 64.6571 47.0578 64.0535 46.6631L42.3806 32.4904C41.7155 32.0554 40.8333 32.5326 40.8333 33.3273V61.6727C40.8333 62.4674 41.7155 62.9446 42.3806 62.5096L64.0535 48.3369Z\" fill=\"white\" fill-opacity=\"0.15\"\/>\n    <\/svg>\n<\/button>                    <\/div>\n    <\/div>\n<\/section>\n\n<!-- Media With Content Section -->\n<section class=\"section media-content-section align is-style-bg-gray wp-block-qlik-media-content\" id=\"media-content-1\">\n    <div class=\"container lg:items-center flex flex-col gap-10 lg:flex-row-reverse\">\n\n        <div class=\"section-image w-full lg:w-1\/2 \">\n                <img loading=\"lazy\" decoding=\"async\" width=\"836\" height=\"470\" src=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/Free-Exploration.jpg\" class=\"attachment-full size-full\" alt=\"Free-Exploration\" srcset=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/Free-Exploration.jpg 836w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/Free-Exploration-300x169.jpg 300w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/Free-Exploration-768x432.jpg 768w\" sizes=\"auto, (max-width: 836px) 100vw, 836px\" \/>                        <\/div>\n\n        <div class=\"section-description w-full lg:w-1\/2\">\n           <h2 style=\"direction: ltr;\">Free Exploration Across All Your Data<\/h2>\n<div style=\"direction: ltr;\">Explore data freely in any direction, without predefined queries or limitations, and ask questions anywhere to uncover insights as your thinking evolves.<\/div>\n<ul>\n<li style=\"direction: ltr;\"><strong>Association Over Joins:<\/strong> Every data point is interconnected, regardless of its source or structure.<\/li>\n<li style=\"direction: ltr;\"><strong>Search Everywhere:<\/strong> Instantly find keywords and associations across your entire dataset.<\/li>\n<li style=\"direction: ltr;\"><strong>Zero Blind Spots:<\/strong> No data is left behind or hidden by restrictive SQL queries.<\/li>\n<\/ul>\n        <\/div>\n\n    <\/div>\n<\/section>\n\n\n<!-- Media With Content Section -->\n<section class=\"section media-content-section align is-style-default wp-block-qlik-media-content\" id=\"media-content-2\">\n    <div class=\"container lg:items-center flex flex-col gap-10 lg:flex-row\">\n\n        <div class=\"section-image w-full lg:w-1\/2 \">\n                <img loading=\"lazy\" decoding=\"async\" width=\"810\" height=\"485\" src=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/Full-Context-Visible-Relationships-Gaps.jpg\" class=\"attachment-full size-full\" alt=\"Full-Context-Visible-Relationships-Gaps\" srcset=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/Full-Context-Visible-Relationships-Gaps.jpg 810w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/Full-Context-Visible-Relationships-Gaps-300x180.jpg 300w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/Full-Context-Visible-Relationships-Gaps-768x460.jpg 768w\" sizes=\"auto, (max-width: 810px) 100vw, 810px\" \/>                        <\/div>\n\n        <div class=\"section-description w-full lg:w-1\/2\">\n           <h2 style=\"direction: ltr;\">Full Context with Visible Relationships and Gaps<\/h2>\n<div style=\"direction: ltr;\">See both what is related to your selections and what is not, revealing hidden connections, blind spots, and opportunities that traditional tools miss. By highlighting associated data in white and unrelated data in gray, Qlik uncovers the \u201cunseen\u201d insights &#8211; like missing customers, zero-sales regions, or gaps in your operations.<\/div>\n<ul>\n<li style=\"direction: ltr;\"><strong>Context Awareness:<\/strong> See what is related and unrelated to your current selection.<\/li>\n<li style=\"direction: ltr;\"><strong>Identify Gaps:<\/strong> Spot missing values or &#8220;lost&#8221; business opportunities.<\/li>\n<li style=\"direction: ltr;\"><strong>Transparency:<\/strong> Gain a complete view of the entire dataset at every step of your analysis.<\/li>\n<\/ul>\n        <\/div>\n\n    <\/div>\n<\/section>\n\n\n<!-- Media With Content Section -->\n<section class=\"section media-content-section align is-style-bg-gray wp-block-qlik-media-content\" id=\"media-content-3\">\n    <div class=\"container lg:items-center flex flex-col gap-10 lg:flex-row-reverse\">\n\n        <div class=\"section-image w-full lg:w-1\/2 \">\n                <img loading=\"lazy\" decoding=\"async\" width=\"836\" height=\"470\" src=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/High-Performace.jpg\" class=\"attachment-full size-full\" alt=\"High Performace\" srcset=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/High-Performace.jpg 836w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/High-Performace-300x169.jpg 300w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/High-Performace-768x432.jpg 768w\" sizes=\"auto, (max-width: 836px) 100vw, 836px\" \/>                        <\/div>\n\n        <div class=\"section-description w-full lg:w-1\/2\">\n           <h2 style=\"direction: ltr;\">High-Performance Dynamic Calculation<\/h2>\n<div style=\"direction: ltr;\">Experience real-time, on-the-fly calculations that respond instantly to every interaction, delivering insights at the speed of thought &#8211; even across large, complex datasets. Powered by patented in-memory technology, the engine calculates data dynamically (without pre-aggregation), so you can explore freely, and handle massive, complex datasets with thousands of concurrent users without experiencing performance lags.<\/div>\n<div>\n<ul>\n<li style=\"direction: ltr;\"><strong>In-Memory Speed:<\/strong> Patented technology ensures lightning-fast interaction even with billions of rows.<\/li>\n<li style=\"direction: ltr;\"><strong>Dynamic Recalculation:<\/strong> Every chart and metric updates instantly with every click.<\/li>\n<li style=\"direction: ltr;\"><strong>No Pre-Aggregation:<\/strong> Experience total flexibility to ask any question at any level of detail.<\/li>\n<\/ul>\n<\/div>\n        <\/div>\n\n    <\/div>\n<\/section>\n\n\n\n<section class=\"section cta-section align wp-block-qlik-cta\" id=\"form-2\">\n            <div class=\"cta-container container\">\n            <h2 class=\"section-title\">Ready to get more from your data?<\/h2>\n                            <div class=\"section-cta\">\n                    <a href=\"https:\/\/www.spdata.co.il\/en\/contact-us\/\" class=\"btn btn-neon-full\">\n                        Click here                    <\/a>\n                <\/div>\n                    <\/div>\n    <\/section>\n\n\n\n\n<section class=\"section insights-section align wp-block-qlik-insights\" id=\"insights-1\">\n\n\t\t\t<div class=\"container section-header\">\n\t\t\t<h2 class=\"section-title\">How Organizations Drive Results with Qlik<\/h2>\n\t\t<\/div>\n\t\n\t\t\t<div class=\"container\">\n\t\t\t<div class=\"insights-list\">\n                \t\t\t\t\t\t\t\t\t<div class=\"insight-item first\">\n                        <div class=\"insight-content\">\n                                                            <h3 class=\"card-title\">Neuroscience-Driven Efficiency<\/h3>\n                                                    <\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"595\" src=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-1.jpg\" class=\"attachment-large size-large\" alt=\"insights-1\" srcset=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-1.jpg 768w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-1-300x232.jpg 300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t                        <div class=\"hover-bg\" style=\"--image-url: url(https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-1.jpg\">\n                            <div class=\"card-description\">\n                                                                    <h3 class=\"card-title\">Neuroscience-Driven Efficiency<\/h3>\n                                                                <div class=\"line-clamp-5 text-white text-md tracking-tight4\">Leading research organizations can now implement Qlik and allow their analysts to follow intuitive \u201ctrains of thought.\u201d By moving away from SQL-based \u201cask-wait-answer\u201d cycles, they reduce time to discovery by 60%, allowing researchers to spot anomalies as fast as they can think of them.<\/div>\n                                <div class=\"flex flex-wrap items-center\"><\/div>\n                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"insight-item second\">\n                        <div class=\"insight-content\">\n                                                            <h3 class=\"card-title\">Sales Opportunity Mapping<\/h3>\n                                                    <\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"595\" src=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-3.jpg\" class=\"attachment-large size-large\" alt=\"insights-3\" srcset=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-3.jpg 768w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-3-300x232.jpg 300w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t                        <div class=\"hover-bg\" style=\"--image-url: url(https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-3.jpg\">\n                            <div class=\"card-description\">\n                                                                    <h3 class=\"card-title\">Sales Opportunity Mapping<\/h3>\n                                                                <div class=\"line-clamp-5 text-white text-md tracking-tight4\">Global retail chains can leverage the \u201cPower of Gray\u201d to identify underperforming regions. By visualizing which stores were not stocking high-demand items based on demographic data, they can optimize their distribution strategy and enjoy a 12% increase in regional sales.<\/div>\n                                <div class=\"flex flex-wrap items-center\"><\/div>\n                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"insight-item third\">\n                        <div class=\"insight-content\">\n                                                            <h3 class=\"card-title\">Financial Risk Management<\/h3>\n                                                    <\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"card-image\">\n                                <img loading=\"lazy\" decoding=\"async\" width=\"350\" height=\"266\" src=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-2.jpg\" class=\"attachment-large size-large\" alt=\"insights-2\" srcset=\"https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-2.jpg 350w, https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-2-300x228.jpg 300w\" sizes=\"auto, (max-width: 350px) 100vw, 350px\" \/>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t                        <div class=\"hover-bg\" style=\"--image-url: url(https:\/\/www.spdata.co.il\/wp-content\/uploads\/2026\/07\/insights-2.jpg\">\n                            <div class=\"card-description\">\n                                                                    <h3 class=\"card-title\">Financial Risk Management<\/h3>\n                                                                <div class=\"line-clamp-5 text-white text-md tracking-tight4\">Major banks can now replace their rigid reporting system with the Associative Engine. Analysts can now explore multi-source data, from market trends to individual transactions, in one view and identify risk patterns that were previously hidden in disconnected data silos.<\/div>\n                                <div class=\"flex flex-wrap items-center\"><\/div>\n                            <\/div>\n                        <\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\n<\/section>\n\n\n\n<section class=\"section form-section align wp-block-qlik-form\" id=\"form\">\n\n            <div class=\"container section-header\">\n                            <h3 class=\"section-description\">Start exploring your data without limits<\/h3>\n                                        <h2 class=\"section-title\">Let\u2019s talk. Leave your details below<\/h2>\n                    <\/div>\n        <div class=\"container\">\n        <div class=\"section-form\">\n            <div class=\"form-loader\" aria-hidden=\"true\"><\/div>\n            \n<div class=\"wpcf7 no-js\" id=\"wpcf7-f1545-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"1545\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/en\/wp-json\/wp\/v2\/pages\/1730#wpcf7-f1545-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"1545\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.6\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f1545-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<div class=\"fields\">\n\t<div class=\"top\">\n\t\t<div class=\"field name\">\n\t\t\t<p><label class=\"sr-only\" for=\"your-name\">First name*<\/label><span class=\"wpcf7-form-control-wrap\" data-name=\"Fname\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" id=\"your-name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"* First name\" value=\"\" type=\"text\" name=\"Fname\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t\t<div class=\"field name\">\n\t\t\t<p><label class=\"sr-only\" for=\"your-lname\">Family name*<\/label><span class=\"wpcf7-form-control-wrap\" data-name=\"Lname\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" id=\"your-lname\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"* Family name\" value=\"\" type=\"text\" name=\"Lname\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t\t<div class=\"field company\">\n\t\t\t<p><label class=\"sr-only\" for=\"your-company\">Company name*<\/label><span class=\"wpcf7-form-control-wrap\" data-name=\"your-company\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" id=\"your-company\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"* Company name\" value=\"\" type=\"text\" name=\"your-company\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"bottom\">\n\t\t<div class=\"field position\">\n\t\t\t<p><label class=\"sr-only\" for=\"your-position\">Position*<\/label><span class=\"wpcf7-form-control-wrap\" data-name=\"your-position\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" id=\"your-position\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"* Position\" value=\"\" type=\"text\" name=\"your-position\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t\t<div class=\"field email\">\n\t\t\t<p><label class=\"sr-only\" for=\"your-email\">Email*<\/label><span class=\"wpcf7-form-control-wrap\" data-name=\"Email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" id=\"your-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"* Email\" value=\"\" type=\"email\" name=\"Email\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t\t<div class=\"field phone\">\n\t\t\t<p><label class=\"sr-only\" for=\"your-phone\">Phone number*<\/label><span class=\"wpcf7-form-control-wrap\" data-name=\"Phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" id=\"your-phone\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"* Phone number\" value=\"\" type=\"text\" name=\"Phone\" \/><\/span>\n\t\t\t<\/p>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"checkbox\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"agree\"><span class=\"wpcf7-form-control wpcf7-checkbox wpcf7-validates-as-required wpcf7-exclusive-checkbox\"><span class=\"wpcf7-list-item first last\"><label><span class=\"wpcf7-list-item-label\">I agree to receive marketing communications from sp.data. 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I can unsubscribe at any time.\" \/><\/label><\/span><\/span><\/span>\n\t\t<\/p>\n\t<\/div>\n<\/div>\n<div class=\"buttons\">\n\t<div class=\"submit\">\n\t\t<p><div class=\"leader-hidden-inputs\"><input type=\"hidden\" name=\"campaignid\" value=\"9716\" \/><input type=\"hidden\" name=\"utm_source\" class=\"utm_class_leader\" value=\"\" \/><input type=\"hidden\" name=\"utm_campaign\" value=\"\" \/> <input type=\"hidden\" name=\"AgId\" value=\"\" \/> <input type=\"hidden\" name=\"utm_term\" value=\"\" \/> <input type=\"hidden\" name=\"AdPos\" value=\"\" \/><input type=\"hidden\" name=\"utm_content\" value=\"\" \/><input type=\"hidden\" name=\"device\" value=\"\" \/><input type=\"hidden\" name=\"GeoLoc\" value=\"\" \/><input type=\"hidden\" name=\"content_site\" value=\"\" \/><input type=\"hidden\" name=\"exone\" value=\"\" \/><input type=\"hidden\" name=\"utm_medium\" value=\"\" \/><input type=\"hidden\" name=\"gclid\" value=\"\" \/><input type=\"hidden\" name=\"gbraid\" value=\"\" \/><input type=\"hidden\" name=\"wbraid\" value=\"\" \/><input type=\"hidden\" name=\"fbclid\" value=\"\" \/><input type=\"hidden\" name=\"cid\" value=\"\" \/><input type=\"hidden\" name=\"ga4_cid\" value=\"\" \/><input type=\"hidden\" name=\"ga4_tid\" value=\"\" \/><input type=\"hidden\" name=\"fbq_client\" value=\"\" \/><input type=\"hidden\" name=\"fbq_account\" value=\"\" \/><input type=\"hidden\" name=\"fbq_time\" value=\"\" \/><input type=\"hidden\" name=\"lp\" value=\"\" \/><input type=\"hidden\" name=\"theurl\" value=\"\" \/><input type=\"hidden\" name=\"page_title\" value=\"\" \/><\/div><script>jQuery(document).ready(function(){set_leader_inputs(gt_cc_utm_source);});<\/script>\n\t\t<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"shorturl\" \/>\n\t\t<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"page-title\" \/><input class=\"wpcf7-form-control wpcf7-submit has-spinner btn btn-primary\" type=\"submit\" value=\"Send\" \/>\n\t\t<\/p>\n\t<\/div>\n<\/div>\n<div class=\"form-thankyou\">\n\t<p>Thank you!\n\t<\/p>\n\t<h3>Form Sent\n\t<\/h3>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"section accordion-section align wp-block-qlik-accordion\" id=\"integrations-1\">\n            <div class=\"container section-header\">\n            <h2 class=\"section-title\">FAQs<\/h2>\n        <\/div>\n    \n    <div class=\"container\">\n                    <div id=\"accordionFAQ\" class=\"accordion\">\n                                <div class=\"accordion-item\">\n                    <h3>\n                        <button type=\"button\" aria-expanded=\"false\" class=\"accordion-trigger\" aria-controls=\"accordion-0\" id=\"accordion-btn-0\">\n                            <span class=\"accordion-title\">How is the Associative Engine different from a standard SQL database?<\/span>\n                            <span class=\"accordion-plus\"> < <\/span>\n                        <\/button>\n                    <\/h3>\n                    <div id=\"accordion-0\" role=\"region\" aria-labelledby=\"accordion-btn-0\" class=\"accordion-panel\" hidden>\n                        <div>\n                            <p style=\"direction: ltr\">SQL tools are &#8220;query-based,&#8221; meaning they only show you the specific slice of data you asked for, effectively hiding the rest. Qlik&#8217;s engine is &#8220;associative,&#8221; meaning it keeps all data in context. It indexes every relationship across all tables and allows you to see the big picture and the hidden gaps simultaneously, without being limited by linear joins.<\/p>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                                <div class=\"accordion-item\">\n                    <h3>\n                        <button type=\"button\" aria-expanded=\"false\" class=\"accordion-trigger\" aria-controls=\"accordion-1\" id=\"accordion-btn-1\">\n                            <span class=\"accordion-title\">Does &quot;In-Memory&quot; mean I need massive amounts of RAM for large datasets?<\/span>\n                            <span class=\"accordion-plus\"> < <\/span>\n                        <\/button>\n                    <\/h3>\n                    <div id=\"accordion-1\" role=\"region\" aria-labelledby=\"accordion-btn-1\" class=\"accordion-panel\" hidden>\n                        <div>\n                            <p style=\"direction: ltr\">Qlik uses patented binary compression that significantly reduces the data footprint, often by as much as 90%. This allows the engine to hold massive amounts of data in a relatively small memory space. Additionally, it only calculates what is needed for the current view, ensuring high performance even with enterprise-scale data.<\/p>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                                <div class=\"accordion-item\">\n                    <h3>\n                        <button type=\"button\" aria-expanded=\"false\" class=\"accordion-trigger\" aria-controls=\"accordion-2\" id=\"accordion-btn-2\">\n                            <span class=\"accordion-title\">Can the engine handle &quot;imperfect&quot; data from multiple sources?<\/span>\n                            <span class=\"accordion-plus\"> < <\/span>\n                        <\/button>\n                    <\/h3>\n                    <div id=\"accordion-2\" role=\"region\" aria-labelledby=\"accordion-btn-2\" class=\"accordion-panel\" hidden>\n                        <div>\n                            <p style=\"direction: ltr\">Yes. One of the engine&#8217;s greatest strengths is its ability to load data from disparate sources (Excel, SAP, Snowflake, etc.) even if it isn&#8217;t perfectly clean. The associative model helps expose data quality issues, such as missing links or inconsistent values by highlighting them in the gray areas so they can be fix them at the source.<\/p>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                            <\/div>\n            <\/div>\n<\/section>\n<script>\n    \/**\n     * Initialize all accordions inside a container\n     * @param {HTMLElement|string} container - element or selector\n     *\/\n    function initAccordion(container) {\n        const root =\n            typeof container === 'string'\n                ? document.querySelector(container)\n                : container;\n\n        if (!root) return;\n\n        const triggers = root.querySelectorAll('.accordion-trigger');\n\n        triggers.forEach((btn) => {\n            const panelId = btn.getAttribute('aria-controls');\n            const panel = document.getElementById(panelId);\n\n            if (!panel) return;\n\n            \/\/ ensure initial state is collapsed\n            btn.setAttribute('aria-expanded', 'false');\n            panel.setAttribute('hidden', '');\n\n            btn.addEventListener('click', () => {\n                const expanded = btn.getAttribute('aria-expanded') === 'true';\n                const newState = !expanded;\n\n                \/\/ close all others (accordion behavior)\n                triggers.forEach((otherBtn) => {\n                    const otherPanel = document.getElementById(\n                        otherBtn.getAttribute('aria-controls')\n                    );\n                    otherBtn.setAttribute('aria-expanded', 'false');\n                    otherPanel.setAttribute('hidden', '');\n                });\n\n                \/\/ open the clicked one\n                btn.setAttribute('aria-expanded', String(newState));\n                if (newState) {\n                    panel.removeAttribute('hidden');\n                } else {\n                    panel.setAttribute('hidden', '');\n                }\n            });\n        });\n    }\n\n    \/\/ Auto-init when DOM ready\n    document.addEventListener('DOMContentLoaded', () => {\n        initAccordion('#accordionFAQ');\n    });\n\n<\/script>\n","protected":false},"excerpt":{"rendered":"<p>Traditional SQL-based tools limit exploration to linear paths, but the Qlik Associative Engine works through association. By indexing every relationship across all data sources in-memory, it allows you to explore data in any direction. The engine instantly recalculates to reveal hidden connections-highlighting both related and unrelated data-providing &#8220;peripheral vision&#8221; at the speed of thought<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-1730","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>QLIK ASSOCIATIVE ENGINE - Qlik | sp.data<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.spdata.co.il\/en\/associative-engine\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"QLIK ASSOCIATIVE ENGINE - Qlik | sp.data\" \/>\n<meta property=\"og:description\" content=\"Traditional SQL-based tools limit exploration to linear paths, but the Qlik Associative Engine works through association. 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