{"id":36756,"date":"2024-11-07T12:36:38","date_gmt":"2024-11-07T12:36:38","guid":{"rendered":"https:\/\/live-acl-digital.pantheonsite.io\/?p=36756"},"modified":"2025-07-22T06:03:37","modified_gmt":"2025-07-22T06:03:37","slug":"machine-learning-based-dynamic-data-analysis-system-design-using-aws-managed-services","status":"publish","type":"post","link":"https:\/\/www.acldigital.com\/works\/machine-learning-based-dynamic-data-analysis-system-design-using-aws-managed-services","title":{"rendered":"Weather Data Monitoring And Analytics Solution for a Global Industrial IoT Company"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"36756\" class=\"elementor elementor-36756\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6fafb9e6 e-con-full cs_banner e-flex e-con e-parent\" data-id=\"6fafb9e6\" data-element_type=\"container\" id=\"download_cs\">\n\t\t<div class=\"elementor-element elementor-element-3de3c5e0 e-con-full e-flex e-con e-child\" data-id=\"3de3c5e0\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7795a2bc e-con-full e-flex e-con e-child\" data-id=\"7795a2bc\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2a614c2a e-con-full e-flex e-con e-child\" data-id=\"2a614c2a\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-320eb414 e-con-full e-flex e-con e-child\" data-id=\"320eb414\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af89e13 fadeinup-acl wow elementor-widget elementor-widget-heading\" data-id=\"af89e13\" data-element_type=\"widget\" data-wow-delay=\"0.2s\" 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\">Weather Data Monitoring And\nAnalytics Solution for a Global Industrial IoT Company<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-452c5453 fadeinup-acl wow elementor-widget elementor-widget-image\" data-id=\"452c5453\" data-element_type=\"widget\" data-wow-delay=\"0.4s\" 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=\"2500\" height=\"560\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Weather-Data-Monitoring-and-Analytics-banner.png\" class=\"attachment-full size-full wp-image-38261\" alt=\"Weather Data Monitoring and Analytics banner\" srcset=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Weather-Data-Monitoring-and-Analytics-banner.png 2500w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Weather-Data-Monitoring-and-Analytics-banner-300x67.png 300w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Weather-Data-Monitoring-and-Analytics-banner-1024x229.png 1024w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Weather-Data-Monitoring-and-Analytics-banner-768x172.png 768w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Weather-Data-Monitoring-and-Analytics-banner-1536x344.png 1536w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Weather-Data-Monitoring-and-Analytics-banner-2048x459.png 2048w\" sizes=\"(max-width: 2500px) 100vw, 2500px\" \/>\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-5a80dd46 e-con-full e-flex e-con e-child\" data-id=\"5a80dd46\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5bd10ce0 elementor-widget elementor-widget-heading\" data-id=\"5bd10ce0\" data-element_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\">Overview<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-879ef63 elementor-widget elementor-widget-text-editor\" data-id=\"879ef63\" data-element_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>The client is a global manufacturer of advanced electronic devices\/components in the field of automation. They wanted to develop a solution that collects and stores their environment sensors\u2019 data in real-time and analyzes correlation between separately collected data. ACL Digital architected a cloud-based machine learning solution, including web application using AWS managed services.<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7833f09e e-con-full e-flex e-con e-child\" data-id=\"7833f09e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-147fa6c8 e-con-full ebook_form e-flex e-con e-child\" data-id=\"147fa6c8\" data-element_type=\"container\" id=\"casestudy_form\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b9dddaa fadeinup-acl wow elementor-widget elementor-widget-heading\" data-id=\"5b9dddaa\" data-element_type=\"widget\" data-wow-delay=\"0.4s\" 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\">Download Case Study<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71e92462 whitepaper_detail fadeinup-acl wow elementor-widget elementor-widget-shortcode\" data-id=\"71e92462\" data-element_type=\"widget\" data-wow-delay=\"0.6s\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f29629-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"29629\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/wp-json\/wp\/v2\/posts\/36756#wpcf7-f29629-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"29629\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.0.5\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f29629-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/div>\n<style>\np.hide {\n display: none;\n}\n<\/style>\n<div class=\"cf7-form-grid\">\n\t<div class=\"cf7-full-column\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"first-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"First Name*\" value=\"\" type=\"text\" name=\"first-name\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"cf7-full-column\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"last-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" placeholder=\"Last Name\" value=\"\" type=\"text\" name=\"last-name\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"cf7-full-column\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-tel wpcf7-text wpcf7-validates-as-tel\" aria-invalid=\"false\" placeholder=\"Phone Number\" value=\"\" type=\"tel\" name=\"your-phone\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"cf7-full-column\">\n\t\t<p><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\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Company Name*\" value=\"\" type=\"text\" name=\"your-company\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"cf7-full-column\">\n\t\t<p><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\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Work Email*\" value=\"\" type=\"email\" name=\"email\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"Casestudy Download Form\" type=\"hidden\" name=\"formtype\" \/>\n\t<div class=\"cf7-full-column acceppt\">\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"acceptance-245\"><span class=\"wpcf7-form-control wpcf7-acceptance\"><span class=\"wpcf7-list-item\"><label><input type=\"checkbox\" name=\"acceptance-245\" value=\"1\" aria-invalid=\"false\" \/><span class=\"wpcf7-list-item-label\">I confirm, I have read and agreed to Privacy Policy and consent to sharing my information. For more information, please review our <a href=\"\/cookies-policy\/\">Cookies Policy<\/a> and <a href=\"\/privacy-policy\/\">Privacy Statement.<\/a><\/span><\/label><\/span><\/span><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class=\"bothbut\">\n\t\t<div class=\"cf7-column\">\n\t\t\t<p><button type=\"reset\" class=\"cf7-reset-button\">Reset <img decoding=\"async\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/08\/Frameww.svg\" alt=\"arrow icon\" class=\"submit-icon\" \/> <\/button>\n\t\t\t<\/p>\n\t\t<\/div>\n\t\t<div class=\"cf7-column casestudy-form-submit\">\n\t\t\t<p><button type=\"submit\" class=\"cf7-submit-button\">Submit <img decoding=\"async\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/08\/arrow_outward.svg\" alt=\"arrow icon\" class=\"submit-icon\" \/><br \/>\n<\/button>\n\t\t\t<\/p>\n\t\t\t<div id=\"cf7-loader\" style=\"display: none;\">\n\t\t\t\t<p><img decoding=\"async\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/01\/Fading-lines.gif\" alt=\"Loading...\" \/>\n\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n<p class=\"hide\"><br \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"https:\/\/www.acldigital.com\/casestudy\/ACL_EXT_206.pdf\" type=\"hidden\" name=\"acf_custom_url\" \/><br \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"page_title\" \/><br \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" id=\"page-name\" value=\"\" type=\"hidden\" name=\"page_name\" \/><br \/>\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"\" type=\"hidden\" name=\"site_name\" \/><br \/>\n<input type=\"hidden\" name=\"page_url\" id=\"page_url_field\" \/><br \/>\n<input type=\"hidden\" id=\"_cf7_nonce\" name=\"_cf7_nonce\" value=\"0c332b13d6\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/wp-json\/wp\/v2\/posts\/36756\" \/><br \/>\n<span id=\"wpcf7-6a91b1dc8d65e-wrapper\" class=\"wpcf7-form-control-wrap honeypot-123-wrap\" style=\"display:none !important; visibility:hidden !important;\"><label for=\"wpcf7-6a91b1dc8d65e-field\" class=\"hp-message\">Please leave this field empty.<\/label><input id=\"wpcf7-6a91b1dc8d65e-field\"  class=\"wpcf7-form-control wpcf7-text\" type=\"text\" name=\"honeypot-123\" value=\"\" size=\"40\" tabindex=\"-1\" autocomplete=\"new-password\" \/><\/span>\n<\/p>\n<p><script type=\"text\/javascript\">\n(function() {\n try {\n var cleanUrl = window.location.origin + window.location.pathname;\n if (!localStorage.getItem('acl_first_page_url')) {\n localStorage.setItem('acl_first_page_url', cleanUrl); \n }\n } catch(e) { console.log(e); }\n})();\n\ndocument.addEventListener(\"DOMContentLoaded\", function () {\n try {\n setTimeout(function () {\n var firstPageClean = localStorage.getItem('acl_first_page_url') || (window.location.origin + window.location.pathname);\n var currentClean = 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class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Absence of application to capture data from the sensors<\/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-60124924 e-con-full fadeinup-acl wow e-flex e-con e-child\" data-id=\"60124924\" data-element_type=\"container\" data-wow-delay=\"1.0s\">\n\t\t\t\t<div class=\"elementor-element elementor-element-10688b52 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"10688b52\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"64\" height=\"64\" viewBox=\"0 0 64 64\" fill=\"none\"><g clip-path=\"url(#clip0_2333_5951)\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M54.2231 52.9115V46.3235C54.2231 46.013 53.9801 45.77 53.6696 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fill=\"white\" transform=\"translate(7.62109 5)\"><\/rect><\/clipPath><\/defs><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3919dffd elementor-widget elementor-widget-text-editor\" data-id=\"3919dffd\" data-element_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>Lack of cloud-based ML solution<\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5319326c e-con-full cs_benefits e-flex e-con e-parent\" data-id=\"5319326c\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-22868b0b e-con-full e-flex e-con e-child\" data-id=\"22868b0b\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-49171c46 e-grid e-con-full e-con e-child\" data-id=\"49171c46\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-34ea41a5 e-con-full e-flex e-con e-child\" data-id=\"34ea41a5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5850c860 fadeinup-acl wow elementor-widget elementor-widget-heading\" data-id=\"5850c860\" data-element_type=\"widget\" data-wow-delay=\"0.2s\" 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\">Solution<\/h2>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f6435a9 e-con-full e-flex e-con e-child\" data-id=\"f6435a9\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3ef8d49e e-grid e-con-full e-con e-child\" data-id=\"3ef8d49e\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6a3f450b e-con-full e-flex e-con e-child\" data-id=\"6a3f450b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ee95314 elementor-widget elementor-widget-text-editor\" data-id=\"3ee95314\" data-element_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>Architected a cloud-based Machine Learning solution, including Web Application using AWS Managed Services<\/li><li>Developed Server Sent Events (SSE) App for real-time data transmission from sensors. Implemented ML script to perform preprocessing on data based on \u201cChange Content\u201d operation like average, max &amp; difference etc.<\/li><li>Developed Web App to customize users\u2019 settings &amp; dashboard for retrieved environment sensors\u2019 data using Amazon Cognito, Lambda &amp; API gateway<\/li><li>Cloud implementation &amp; auto deployment using AWS Managed Services<\/li><li>Developed script to calculate AWS pricing based on file size, processing time &amp; storage<\/li><li>Processed CSV files stored on S3 Bucket upon confirmation using AWS SageMaker\u00a0<\/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<div class=\"elementor-element elementor-element-3cb33c8b e-con-full e-flex e-con e-child\" data-id=\"3cb33c8b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7180f55d image1 fadeinup-acl wow elementor-widget elementor-widget-image\" data-id=\"7180f55d\" data-element_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 decoding=\"async\" width=\"875\" height=\"652\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Weather-Data-Monitoring-Solution-diagram-1.svg\" class=\"attachment-large size-large wp-image-102333\" alt=\"Weather Data Monitoring Solution diagram\" \/>\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>\n\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-c795631 e-con-full cs_benefits e-flex e-con e-parent\" data-id=\"c795631\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-30655885 e-con-full e-flex e-con e-child\" data-id=\"30655885\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4e5e7d14 e-grid e-con-full e-con e-child\" data-id=\"4e5e7d14\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3b694a27 e-con-full e-flex e-con e-child\" data-id=\"3b694a27\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d43fc26 fadeinup-acl wow elementor-widget elementor-widget-heading\" data-id=\"4d43fc26\" data-element_type=\"widget\" data-wow-delay=\"0.2s\" 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\">Outcomes<\/h2>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e0a3489 e-con-full e-flex e-con e-child\" data-id=\"e0a3489\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7d835bd6 e-grid e-con-full e-con e-child\" data-id=\"7d835bd6\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-25aa5926 e-con-full e-flex e-con e-child\" data-id=\"25aa5926\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-29b70f0 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"29b70f0\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\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 xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\"><path d=\"M40 20C40 31.0457 31.0457 40 20 40C8.9543 40 0 31.0457 0 20C0 8.9543 8.9543 0 20 0C31.0457 0 40 8.9543 40 20Z\" fill=\"#FF671F\"><\/path><path d=\"M40 20C40 31.0457 31.0457 40 20 40C8.9543 40 0 31.0457 0 20C0 8.9543 8.9543 0 20 0C31.0457 0 40 8.9543 40 20Z\" stroke=\"#FF671F\"><\/path><circle cx=\"20\" cy=\"20\" r=\"18\" fill=\"#02091E\"><\/circle><circle cx=\"20\" cy=\"20\" r=\"10\" fill=\"#FF671F\"><\/circle><\/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\">Enabled client to know the exact data processing cost in advance by integrating AWS services calculator script with the web application to avoid unnecessary operations<\/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 xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"40\" height=\"40\" viewBox=\"0 0 40 40\" fill=\"none\"><path d=\"M40 20C40 31.0457 31.0457 40 20 40C8.9543 40 0 31.0457 0 20C0 8.9543 8.9543 0 20 0C31.0457 0 40 8.9543 40 20Z\" fill=\"#FF671F\"><\/path><path d=\"M40 20C40 31.0457 31.0457 40 20 40C8.9543 40 0 31.0457 0 20C0 8.9543 8.9543 0 20 0C31.0457 0 40 8.9543 40 20Z\" stroke=\"#FF671F\"><\/path><circle cx=\"20\" cy=\"20\" r=\"18\" fill=\"#02091E\"><\/circle><circle cx=\"20\" cy=\"20\" r=\"10\" fill=\"#FF671F\"><\/circle><\/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\">Helped up-sell client\u2019s sensors with weather detection and prediction applications using AWS Managed Services<\/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<div class=\"elementor-element elementor-element-2b8e7563 elementor-widget elementor-widget-button\" data-id=\"2b8e7563\" data-element_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=\"#casestudy_form\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"13\" height=\"14\" viewBox=\"0 0 13 14\" fill=\"none\"><path d=\"M1.25891 13.3634L0.09375 12.1893L10.0807 2.04156H2.92327V0.364258H12.9104V10.4281H11.2459V3.21568L1.25891 13.3634Z\" fill=\"white\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download Case Study<\/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<\/div>\n\t\t<div class=\"elementor-element elementor-element-53f6e20b e-con-full e-flex e-con e-child\" data-id=\"53f6e20b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07c8a44 image1 fadeinup-acl wow elementor-widget elementor-widget-image\" data-id=\"07c8a44\" data-element_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 decoding=\"async\" width=\"875\" height=\"652\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Benefits-Dynamic-Data-Analysis-using-AWS-Managed-Services.png\" class=\"attachment-large size-large wp-image-40951\" alt=\"Benefits Dynamic Data Analysis using AWS Managed Services\" srcset=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Benefits-Dynamic-Data-Analysis-using-AWS-Managed-Services.png 875w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Benefits-Dynamic-Data-Analysis-using-AWS-Managed-Services-300x224.png 300w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2024\/11\/Benefits-Dynamic-Data-Analysis-using-AWS-Managed-Services-768x572.png 768w\" sizes=\"(max-width: 875px) 100vw, 875px\" \/>\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>\n\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-671c6f5f e-con-full e-flex e-con e-parent\" data-id=\"671c6f5f\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3cb982c7 e-con-full e-flex e-con e-child\" data-id=\"3cb982c7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c9e3d1e fadeinup-acl wow elementor-widget elementor-widget-heading\" data-id=\"3c9e3d1e\" data-element_type=\"widget\" data-wow-delay=\"0.2s\" 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\">Other Case Studies<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b857c48 unique-related elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"5b857c48\" data-element_type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-113321 post type-post status-publish format-standard has-post-thumbnail hentry category-works offering-embedded-engineering offering-intelligent-automation industry-industrial-automation\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.acldigital.com\/works\/acl-digital-delivers-end-to-end-control-system-for-solvent-evaporation-skid\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"459\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/ACL-Digital-Delivers-End-to-End-Control-System-banner.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-113324\" alt=\"ACL Digital Delivers End to End Control System banner\" srcset=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/ACL-Digital-Delivers-End-to-End-Control-System-banner.jpg 2048w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/ACL-Digital-Delivers-End-to-End-Control-System-banner-300x67.jpg 300w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/ACL-Digital-Delivers-End-to-End-Control-System-banner-1024x230.jpg 1024w, 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class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.acldigital.com\/works\/frame-assembly-automation-for-a-leading-automotive-manufacturer-in-india\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"459\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Frame-Assembly-Automation-banner.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-113295\" alt=\"Frame Assembly Automation banner\" srcset=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Frame-Assembly-Automation-banner.jpg 2048w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Frame-Assembly-Automation-banner-300x67.jpg 300w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Frame-Assembly-Automation-banner-1024x230.jpg 1024w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Frame-Assembly-Automation-banner-768x172.jpg 768w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Frame-Assembly-Automation-banner-1536x344.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.acldigital.com\/works\/frame-assembly-automation-for-a-leading-automotive-manufacturer-in-india\" >\n\t\t\t\tFrame Assembly Automation For a Leading Automotive Manufacturer in India\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-113277 post type-post status-publish format-standard has-post-thumbnail hentry category-works offering-embedded-engineering offering-intelligent-automation industry-industrial-automation\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.acldigital.com\/works\/automating-the-main-engine-assembly-line-for-a-leading-automotive-manufacturer-in-france\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"459\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Automating-the-Main-Engine-Assembly-banner.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-113279\" alt=\"Automating the Main Engine Assembly banner\" srcset=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Automating-the-Main-Engine-Assembly-banner.jpg 2048w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Automating-the-Main-Engine-Assembly-banner-300x67.jpg 300w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Automating-the-Main-Engine-Assembly-banner-1024x230.jpg 1024w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2026\/05\/Automating-the-Main-Engine-Assembly-banner-768x172.jpg 768w, 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href=\"https:\/\/www.acldigital.com\/works\/ai-powered-industrial-fault-detection\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"459\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Edge-Monitoring-for-Industrial-Equipment.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-106583\" alt=\"Smart Edge Monitoring for Industrial Equipment\" srcset=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Edge-Monitoring-for-Industrial-Equipment.jpg 2048w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Edge-Monitoring-for-Industrial-Equipment-300x67.jpg 300w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Edge-Monitoring-for-Industrial-Equipment-1024x230.jpg 1024w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Edge-Monitoring-for-Industrial-Equipment-768x172.jpg 768w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Edge-Monitoring-for-Industrial-Equipment-1536x344.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.acldigital.com\/works\/ai-powered-industrial-fault-detection\" >\n\t\t\t\tSmart Multi-Sensor Predictive Maintenance Solution for a Europe-Based Industrial Automation Leader\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-106573 post type-post status-publish format-standard has-post-thumbnail hentry category-works offering-qa-automation industry-home-automation industry-industrial-automation\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.acldigital.com\/works\/multi-protocol-industrial-gateway-secure-communication\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"459\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Industrial-Gateway.jpg\" class=\"attachment-2048x2048 size-2048x2048 wp-image-106574\" alt=\"Smart Industrial Gateway\" srcset=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Industrial-Gateway.jpg 2048w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Industrial-Gateway-300x67.jpg 300w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Industrial-Gateway-1024x230.jpg 1024w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Industrial-Gateway-768x172.jpg 768w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Smart-Industrial-Gateway-1536x344.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.acldigital.com\/works\/multi-protocol-industrial-gateway-secure-communication\" >\n\t\t\t\tSecure, SIL-Ready Multi-Protocol Gateway for Critical Industrial Applications\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-106563 post type-post status-publish format-standard has-post-thumbnail hentry category-works offering-qa-automation industry-home-automation industry-industrial-automation\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.acldigital.com\/works\/multi-protocol-industrial-control-system\" tabindex=\"-1\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"2048\" height=\"459\" src=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Multi-Protocol-Industrial-Gateway-for-Chemical-Applications.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-106564\" alt=\"Multi Protocol Industrial Gateway for Chemical Applications\" srcset=\"https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Multi-Protocol-Industrial-Gateway-for-Chemical-Applications.png 2048w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Multi-Protocol-Industrial-Gateway-for-Chemical-Applications-300x67.png 300w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Multi-Protocol-Industrial-Gateway-for-Chemical-Applications-1024x230.png 1024w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Multi-Protocol-Industrial-Gateway-for-Chemical-Applications-768x172.png 768w, https:\/\/www.acldigital.com\/wp-content\/uploads\/2025\/10\/Multi-Protocol-Industrial-Gateway-for-Chemical-Applications-1536x344.png 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.acldigital.com\/works\/multi-protocol-industrial-control-system\" >\n\t\t\t\tNext-Gen Modular Control System for Diverse Industrial and Chemical Applications\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\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<div class=\"elementor-element elementor-element-a9d2f5c e-con-full home_sec10_footer_form e-flex e-con e-parent\" data-id=\"a9d2f5c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5b1d2250 e-grid e-con-full e-con e-child\" data-id=\"5b1d2250\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8594246 e-con-full e-flex e-con e-child\" data-id=\"8594246\" 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of<\/p>\n","protected":false},"author":1,"featured_media":49704,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"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":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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