{
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    "title": {
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        "rendered": "<div data-elementor-type=\"wp-page\" data-elementor-id=\"23772\" class=\"elementor elementor-23772\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2eee1d5 e-flex e-con-boxed e-con e-parent\" data-id=\"2eee1d5\" 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\t\t<div class=\"elementor-element elementor-element-08d88be elementor-widget-mobile__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"08d88be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Real-time Data Science in Modern Systems<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be8c6ab elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"be8c6ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"330\" data-end=\"617\">Real-time Data Science is becoming a core capability for organizations that rely on fast decision-making and continuous optimization. As systems become more connected, the ability to process live data and generate instant insights is no longer optional but essential for competitiveness.<\/p><p data-start=\"619\" data-end=\"890\">By combining streaming data, automated analytics, and intelligent decision systems, businesses can reduce delays between events and actions. This allows teams to respond faster, reduce operational risks, and improve overall system performance across different industries.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c43b051 e-con-full e-flex e-con e-child\" data-id=\"c43b051\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-86c979e elementor-widget elementor-widget-text-editor\" data-id=\"86c979e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"flex items-center gap-1\">2026-05-15<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa79a40 elementor-widget elementor-widget-text-editor\" data-id=\"fa79a40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"flex items-center gap-1\">Dr. Pongsak Wonglertkunakorn<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-39d0cab e-con-full e-flex e-con e-child\" data-id=\"39d0cab\" 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-5b73729 elementor-widget elementor-widget-text-editor\" data-id=\"5b73729\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-semibold text-foreground mb-2\">Dr. Pongsak Wonglertkunakorn<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07110c0 elementor-widget elementor-widget-text-editor\" data-id=\"07110c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Workplace Consultant<\/li><\/ul><ul class=\"space-y-1 text-sm text-muted-foreground\"><li>Ph.D. in Management from National Institute of Development Administration<\/li><li>M.S. in Computer and Information Science from University of Pennsylvania<\/li><li>B.Eng. in Computer Engineering from Chulalongkorn University<\/li><\/ul>\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 class=\"elementor-element elementor-element-3cac7f2 elementor-widget__width-inherit elementor-widget elementor-widget-image\" data-id=\"3cac7f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"487\" src=\"https:\/\/www.bainisys.com\/wp-content\/uploads\/2026\/05\/Data-Science-Is-Becoming-Real-Time-Decision-Engine_-1024x623.png\" class=\"attachment-large size-large wp-image-23774\" alt=\"Real-time Data Science in Modern Systems diagram\" srcset=\"https:\/\/www.bainisys.com\/wp-content\/uploads\/2026\/05\/Data-Science-Is-Becoming-Real-Time-Decision-Engine_-1024x623.png 1024w, https:\/\/www.bainisys.com\/wp-content\/uploads\/2026\/05\/Data-Science-Is-Becoming-Real-Time-Decision-Engine_-300x183.png 300w, https:\/\/www.bainisys.com\/wp-content\/uploads\/2026\/05\/Data-Science-Is-Becoming-Real-Time-Decision-Engine_-768x467.png 768w, https:\/\/www.bainisys.com\/wp-content\/uploads\/2026\/05\/Data-Science-Is-Becoming-Real-Time-Decision-Engine_-1536x935.png 1536w, https:\/\/www.bainisys.com\/wp-content\/uploads\/2026\/05\/Data-Science-Is-Becoming-Real-Time-Decision-Engine_-18x12.png 18w, https:\/\/www.bainisys.com\/wp-content\/uploads\/2026\/05\/Data-Science-Is-Becoming-Real-Time-Decision-Engine_.png 1727w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<div class=\"elementor-element elementor-element-8291ac6 elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"8291ac6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How Streaming Data Systems Work<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc1fb37 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"fc1fb37\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"930\" data-end=\"1068\">Traditional analytics relies on batch processing, where data is analyzed after collection. This creates delays between insight and action.<\/p><p data-start=\"1070\" data-end=\"1220\">Modern systems process data continuously through streaming pipelines and event-based architectures, enabling instant response to incoming information.<\/p><p data-start=\"1222\" data-end=\"1283\">\ud83d\udc49 External reference: <a class=\"decorated-link\" href=\"https:\/\/aws.amazon.com\/streaming-data\/\" target=\"_new\" rel=\"noopener\" data-start=\"1245\" data-end=\"1283\">amazon<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be39559 elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"be39559\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Business Applications of Real-time Data Science<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f0e1de elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"9f0e1de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"853\" data-end=\"933\">This approach is widely used in modern systems to improve efficiency\u00a0and performance:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f32287e elementor-widget__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"f32287e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><p data-start=\"2634\" data-end=\"2728\">Smart building systems optimize energy usage based on occupancy patterns<\/p><\/li><li><p data-start=\"2634\" data-end=\"2728\">Retail platforms adjust pricing and recommendations in real time<\/p><\/li><li><p data-start=\"2634\" data-end=\"2728\">Transportation systems monitor traffic flow and reduce congestion<\/p><\/li><li><p data-start=\"2634\" data-end=\"2728\">Visitor management platforms track and analyze foot traffic instantly<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c8788e elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"4c8788e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"3021\" data-end=\"3194\">For example, in Roomminister analytics systems, real-time data is used to monitor room utilization, visitor flow, and parking optimization to improve operational efficiency.<\/p><p data-start=\"3196\" data-end=\"3242\"><img decoding=\"async\" class=\"emoji\" role=\"img\" draggable=\"false\" src=\"https:\/\/s.w.org\/images\/core\/emoji\/17.0.2\/svg\/1f449.svg\" alt=\"\ud83d\udc49\" \/> Explore solutions: <a href=\"https:\/\/www.bainisys.com\/en_us\/roomminister\/\">ROOMMINISTER<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a857e1b elementor-widget-tablet__width-inherit elementor-widget elementor-widget-heading\" data-id=\"a857e1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why Real-time Data Science Matters<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-147ebe4 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"147ebe4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"120\" data-end=\"266\">The value lies in its ability to reduce decision latency. Organizations no longer wait for end-of-day reports; instead, they act on live insights.<\/p><p data-start=\"268\" data-end=\"282\">This leads to:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-de0b261 elementor-widget__width-inherit elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"de0b261\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>Faster operational response<\/li>\n<li>Better customer experience<\/li>\n<li>Improved resource allocation<\/li>\n<li>Higher system efficiency<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a735be7 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"a735be7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"120\" data-end=\"266\">This makes real-time systems more scalable, adaptive, and future-ready for digital transformation for modern organizations.<\/p>\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-c0ee480 e-flex e-con-boxed e-con e-parent\" data-id=\"c0ee480\" 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\t\t<div class=\"elementor-element elementor-element-1d26cff elementor-widget__width-inherit elementor-tablet-align-left elementor-mobile-align-left elementor-widget elementor-widget-button\" data-id=\"1d26cff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.bainisys.com\/en_us\/digital-transformation-solutions\/\">\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\">Back to Insights<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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\t\t<\/div>",
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