{"id":97988,"date":"2024-08-23T14:34:54","date_gmt":"2024-08-23T14:34:54","guid":{"rendered":"https:\/\/sii.pl\/oferta\/enterprise-platforms\/google-cloud\/manufacturing-data-engine\/"},"modified":"2025-03-20T20:04:46","modified_gmt":"2025-03-20T20:04:46","slug":"manufacturing-data-engine","status":"publish","type":"offering-page","link":"https:\/\/sii.pl\/en\/what-we-offer\/enterprise-platforms\/google-cloud\/manufacturing-data-engine\/","title":{"rendered":"Manufacturing Data Engine"},"content":{"rendered":"<div class=\"nsw-o-info-lead  -hidden-dark-overlay    js-mobile-trigger-button_1 \" >\n    <div class=\"nsw-o-info-lead__overlay\" style=\"position:relative;\">\n                    <div class=\"nsw-o-info-lead__background d-flex flex-column justify-content-center align-items-center\">\n                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/SEO_top_desktop-1-2.jpg\" alt=\"\" data-no-lazy=\"1\">\n                           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class=\"nsw-m-title-block__title\">Manufacturing Data Engine<\/h1>\n                        <p class=\"nsw-m-title-block__subtitle\">We streamline your manufacturing operations with Google Cloud partner expertise and Google MDE services.<\/p>\n    <\/div>\n\n                <div class=\"nsw-o-info-lead__controls-button\">\n                                                                                                                                                                                                                            <a  href=\"#nswOfferFormBlock\" class=\"nsw-a-button  -invert js-scroll-to-section\"    rel=\"nofollow\" >\n        <span>Get in touch<\/span>\n    <\/a>\n                                                                                                                        <\/div>\n\n            <\/div>\n                                            <\/div>\n    <\/div>\n<\/div><section class=\"wp-block-nsw-block-section nsw-section  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.header-fe92c97b-cbc8-411d-b443-542685e3aa8a .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-fe92c97b-cbc8-411d-b443-542685e3aa8a -h2 -ph3 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \">ACHIEVE MORE WITH <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">GOOGLE MANUFACTURING DATA ENGINE x SII<\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container container container-4b794ef6-baf0-468f-b918-d9b466c0414e\"><style type=\"text\/css\">.container-4b794ef6-baf0-468f-b918-d9b466c0414e { margin-top:60px; }\n                         @media screen and (max-width: 991px) { .container-4b794ef6-baf0-468f-b918-d9b466c0414e { margin-top:20px; } }<\/style><div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p class=\"is-style-nsw-mb-0\">Flexibility &amp; Adaptability<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">Comprehensive platform<\/mark><\/h2>\n\n<p>Google MDE platform is a comprehensive technological platform for the manufacturing industry. It is a set of technologies and solutions, both on the edge and in the cloud, prepared to lift manufacturing companies over the steep technological entry point required to begin building data-driven IT systems.<\/p>\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p class=\"is-style-nsw-mb-0\">Maximizing Overall Equipment Effectiveness (OEE)<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">Real-world business scenarios<\/mark><\/h2>\n\n<p>Its construction is based on years of experience deploying data platform solutions for industrial partners. The MDE platform constitutes a boilerplate system that saves millions in investment that Google has already made, providing Smart Manufacturing Data Solutions.<\/p>\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p class=\"is-style-nsw-mb-0\">Modernized IT infrastructure<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">Foundation for the future IT<\/mark><\/mark><\/h2>\n\n<p>It constitutes the superior architecture of an industrial, cloud-based, data-driven system that becomes the foundation of industrial companies&#8217; IT landscapes. The Manufacturing Data Engine platform enables a compelling set of industrial solutions with distinct ROI.<\/p>\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p class=\"is-style-nsw-mb-0\">Increased agility<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">Faster time-to-market<\/mark><\/h2>\n\n<p>Implementing MDE is key to accelerating time-to-market and reducing costs. By optimizing machine performance, minimizing defects, and reducing downtime, MDE significantly boosts production efficiency. Moreover, it enables precise production planning and scheduling, energy optimization, and efficient supply chain management. Through automation of numerous processes, including quality control, businesses gain a competitive edge.<\/p>\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p class=\"is-style-nsw-mb-0\">Operational excellence<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">Better factory performance<\/mark><\/mark><\/h2>\n\n<p>MDE platform combines advanced technology with ready-to-use features to optimize production processes. Built on the stable LITMUS and GCP technologies, it offers unmatched flexibility and scalability, integrating with over 300 industrial protocols. The platform&#8217;s user-friendly interface and robust security, aligned with ISO standards, ensure seamless integration and reliable performance.<\/p><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  section-ea40fb43-ef9c-4788-8b7a-abce5ff36a0f\" id=\"\"><style type=\"text\/css\">.section-ea40fb43-ef9c-4788-8b7a-abce5ff36a0f { \n\t\t\n\t\t\t\tpadding-top:70px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tpadding-bottom:14px;\n\t\t\t  \n\t\t\t }\n                         @media screen and (max-width: 991px) { .section-ea40fb43-ef9c-4788-8b7a-abce5ff36a0f { \n\t\t\n\t\t\t\tpadding-top:23px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tpadding-bottom:4px;\n\t\t\t  \n\t\t\t } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-b3dfbafe-af8d-4191-ad8b-db5781067cf6 .nsw-m-title-block__title, .header-b3dfbafe-af8d-4191-ad8b-db5781067cf6 .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-b3dfbafe-af8d-4191-ad8b-db5781067cf6 .nsw-m-title-block__title, .header-b3dfbafe-af8d-4191-ad8b-db5781067cf6 .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-b3dfbafe-af8d-4191-ad8b-db5781067cf6 -h2 -ph3 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \">WHY PARTNER WITH US FOR <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">MANUFACTURING DATA ENGINE<\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container nsw__asymetric-container container-52251070-c920-4f7c-83d9-c3ae3c460d8a\"><style type=\"text\/css\">.container-52251070-c920-4f7c-83d9-c3ae3c460d8a { margin-top:60px; }\n                         @media screen and (max-width: 991px) { .container-52251070-c920-4f7c-83d9-c3ae3c460d8a { margin-top:30px; } }<\/style><div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\"><div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\">Comprehensive solution with expertise<\/h2>\n\n<p>As a one-stop shop for Google and integrated solutions, we offer specialized advice tailored to your needs. Our team of certified engineers and Google Cloud experts, with over a decade of experience, provides custom solutions that drive digital transformation in logistics, production, and education sectors.<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\">Cloud data platform<\/h2>\n\n<p>Our data engine for manufacturing leverages fast and reliable edge computing capabilities through Manufacturing Connect Edge (white-labeled Litmus Edge), which is deployed on-premises in factories. It integrates seamlessly with cloud computing, comprising a canonical data platform, edge computing management, Looker for business intelligence, and real-time data analytics, ensuring comprehensive and efficient manufacturing operations.<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\">Seamless digital process twin enablement<\/h2>\n\n<p>The Manufacturing Data Engine platform has been constructed to enable Digital Process Twin solutions across all company processes and operations.<\/p><\/div>\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:4%\"><\/div>\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"822\" height=\"517\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/Manufacturing-Data-Engine-1.jpg\" alt=\"\" class=\"wp-image-105280\" srcset=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/Manufacturing-Data-Engine-1.jpg 822w, https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/Manufacturing-Data-Engine-1-400x252.jpg 400w, https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/Manufacturing-Data-Engine-1-768x483.jpg 768w\" sizes=\"(max-width: 822px) 100vw, 822px\" \/><\/figure><\/div><\/div><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  section-e5b3b01e-e97c-4329-9bf5-76f27952dfdf\" id=\"\"><style type=\"text\/css\">.section-e5b3b01e-e97c-4329-9bf5-76f27952dfdf { \n\t\t\n\t\t\t\tpadding-top:70px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tpadding-bottom:80px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tbackground:#F5F9FE;\n\t\t\t  \n\t\t\t }\n                         @media screen and (max-width: 991px) { .section-e5b3b01e-e97c-4329-9bf5-76f27952dfdf { \n\t\t\n\t\t\t\tpadding-top:24px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tpadding-bottom:16px;\n\t\t\t  \n\t\t\t } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-5ed52564-101a-4d98-aaab-a2b85a34d1de .nsw-m-title-block__title, .header-5ed52564-101a-4d98-aaab-a2b85a34d1de .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-5ed52564-101a-4d98-aaab-a2b85a34d1de .nsw-m-title-block__title, .header-5ed52564-101a-4d98-aaab-a2b85a34d1de .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-5ed52564-101a-4d98-aaab-a2b85a34d1de -h2 -uppercase -p1 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">Google cloud <\/mark>CAse studies<\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container container container-e36db28f-5488-4b15-abfc-ffd06119e62e\"><style type=\"text\/css\">.container-e36db28f-5488-4b15-abfc-ffd06119e62e { margin-top:90px; 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Sii, a Google Cloud expert, delivered a complete solution. We built a scalable application using Cloud Run for cost-efficiency and Cloud SQL for massive marketing data storage. To ensure real-time data delivery and a secure environment, we utilized Pub\/Sub and Terraform. \n                                    <\/div>\n                                                                                                <ul class=\"chips\">\n                                                                                                            <li>\n                                            <a href=\"https:\/\/sii.pl\/en\/industries\/fintech\/\" class=\"d-block\">Fintech<\/a>\n                                        <\/li>\n                                                                                                    <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/Payback_CS_Graphic.jpg\" alt=\"Quick and personalized marketing responses with an application for Payback\" \/>\n                                                                                            <\/div>\n                        <\/div>\n                                                                                <div class=\"nsw-o-slider__content__item  big-slide d-flex flex-column flex-lg-row\">\n                            <div class=\"cnt\">\n                                                                    <div class=\"logo\">\n                                        <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/PMI_Logo_CS_zaslepka_en-1.png\" alt=\"Bridging marketplaces through the Twilio platform for one of the largest tobacco companies \" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Bridging marketplaces through the Twilio platform for one of the largest tobacco companies <\/h3>\n                                                                                                    <div class=\"desc\">\n                                        This project ensures seamless marketplace integration through comprehensive technical support.  We gather requirements, configure tools like Twilio Flex, and implement changes tailored to each marketplace. Our expertise encompasses daily maintenance, communication enhancement with Twilio, chatbot support, and rigorous testing for a robust integration. \n                                    <\/div>\n                                                                                                <ul class=\"chips\">\n                                                                                                            <li>\n                                            <a href=\"https:\/\/sii.pl\/en\/industries\/consumer-products-food-beverage\/\" class=\"d-block\">Consumer Products<\/a>\n                                        <\/li>\n                                                                                                    <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/PMI_CS_Graphic.jpg\" alt=\"Bridging marketplaces through the Twilio platform for one of the largest tobacco companies \" \/>\n                                                                                            <\/div>\n                        <\/div>\n                                                                                <div class=\"nsw-o-slider__content__item  big-slide d-flex flex-column flex-lg-row\">\n                            <div class=\"cnt\">\n                                                                    <div class=\"logo\">\n                                        <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/KN_Logo_CS_zaslepka_en.png\" alt=\"Optimizing delivery efficiency in logistics with data analysis\" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Optimizing delivery efficiency in logistics with data analysis<\/h3>\n                                                                                                    <div class=\"desc\">\n                                        This project aimed to improve delivery efficiency by analyzing driver activity and parcel location data. Telematics data was used to track driver movements and delivery times, while data from tracking devices placed in parcels provided insights into parcel location. Looker was used to ensure efficient data synchronization and create intuitive dashboards to present the data.\n                                    <\/div>\n                                                                                                    <a  href=\"https:\/\/www.youtube.com\/watch?v=TTbBTzx4PBg&amp;t=113s\" class=\"nsw-a-button -link \"    rel=\"nofollow\" >\n        <span>More<\/span>\n    <\/a>\n                                                                <ul class=\"chips\">\n                                                                                                            <li>\n                                            <a href=\"https:\/\/sii.pl\/en\/industries\/logistics-warehousing-packaging\/\" class=\"d-block\">Logistics<\/a>\n                                        <\/li>\n                                                                                                    <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/KuehneNagel_CS_Graphic.jpg\" alt=\"Optimizing delivery efficiency in logistics with data analysis\" \/>\n                                                                                                        <a class=\"d-flex align-items-center justify-content-center\" href=\"#\" data-lity data-lity-target=\"https:\/\/www.youtube.com\/watch?v=TTbBTzx4PBg&amp;t=92s\"  rel=\"nofollow\" >\n                                            <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"14.853\" height=\"17.325\" viewBox=\"0 0 14.853 17.325\">\n  <g id=\"_01-Play\" data-name=\"01-Play\" transform=\"translate(-4 -2)\">\n    <path id=\"Path_1944\" data-name=\"Path 1944\" d=\"M17.718,8.417,7.094,2.278a2,2,0,0,0-1-.278A2.091,2.091,0,0,0,4,4.091V17.265A2.061,2.061,0,0,0,7.156,19.01l10.637-6.72a2.259,2.259,0,0,0-.074-3.874Z\" fill=\"#fff\"\/>\n  <\/g>\n<\/svg>\n\n                                        <\/a>\n                                                            <\/div>\n                        <\/div>\n                                                                                <div class=\"nsw-o-slider__content__item  big-slide d-flex flex-column flex-lg-row\">\n                            <div class=\"cnt\">\n                                                                    <div class=\"logo\">\n                                        <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/HSBC_Logo_CS_zaslepka_en.png\" alt=\"Safeguarding stakeholders through electronic communication monitoring\" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Safeguarding stakeholders through electronic communication monitoring<\/h3>\n                                                                                                    <div class=\"desc\">\n                                        We enhanced stakeholder protection by monitoring bank employee activity via email and chat. We processed message flow data to identify potential red flags, provided comprehensive technical support to the client, and ensured the reliability of their infrastructure. This comprehensive approach delivered the data necessary for thorough audits and helped mitigate illegal or prohibited activities. \n                                    <\/div>\n                                                                                                <ul class=\"chips\">\n                                                                                                            <li>\n                                            <a href=\"https:\/\/sii.pl\/en\/industries\/corporate-investment-banking\/\" class=\"d-block\">Investment Banking<\/a>\n                                        <\/li>\n                                                                                                    <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/HSBC_CS_Graphic.jpg\" alt=\"Safeguarding stakeholders through electronic communication monitoring\" \/>\n                                                                                            <\/div>\n                        <\/div>\n                                                <\/div>\n        <\/div>\n    <\/div>\n\n    <div class=\"nsw-o-slider nsw-o-slider__small  js-slider  js-slider-sync_1778772159092 js-slider-revert-first js-focusNextOnSelect js-slider-custom-dots   u-hidden-on-mobile\">\n        <div class=\"nsw-o-slider__box\">\n            <div class=\"nsw-o-slider__content js-carousel-movies-small js-carousel\">\n                                                            <div  class=\"sii-o-slider__content__item  small-slide u-background-color-invert\">\n                                                            <div class=\"logo\">\n                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/Payback_LogoCS.png\" alt=\"Quick and 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                                                                <div class=\"desc\">\n                                        Bridging marketplaces through the Twilio platform for one of the largest tobacco companies \n                                    <\/div>\n                                                                                    <\/div>\n                                                                                <div  class=\"sii-o-slider__content__item  small-slide u-background-color-invert\">\n                                                            <div class=\"logo\">\n                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/KN_Logo_CS_zaslepka_en.png\" alt=\"Optimizing delivery efficiency in logistics with data analysis\" \/>\n                                <\/div>\n                                                                    <div class=\"desc\">\n                                        Optimizing delivery efficiency in logistics with data analysis\n                                    <\/div>\n                                                                                    <\/div>\n                                                                                <div  class=\"sii-o-slider__content__item  small-slide u-background-color-invert\">\n                                                            <div class=\"logo\">\n                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/HSBC_Logo_CS_zaslepka_en.png\" alt=\"Safeguarding stakeholders through electronic communication monitoring\" \/>\n                                <\/div>\n                                                                    <div class=\"desc\">\n                                        Safeguarding stakeholders through electronic communication monitoring\n                                    <\/div>\n                                    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src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/05\/Pressroom-1.png\" alt=\"OVHcloud and Sii Poland to deliver secure and sovereign Cloud Solutions for enterprises\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">OVHcloud and Sii Poland to deliver secure and sovereign Cloud Solutions for enterprises<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/ovhcloud-and-sii-poland-to-deliver-secure-and-sovereign-cloud-solutions-for-enterprises\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                         \n                                                 <\/div><\/div>\n                                                                               <div class=\"sii-o-slider__content__item  nsw-o-insight-grid__slide  d-flex flex-column flex-lg-row\">\n                       <div class=\"nsw-o-insight-grid__col-big d-flex\">\n                           <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2026\/05\/code_3.jpg\" alt=\"Blazing fast websites and how Adobe Experience Manager can help achieve that\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Blazing fast websites and how Adobe Experience Manager can help achieve that<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/blazing-fast-websites-and-how-adobe-experience-manager-can-help-achieve-that\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                       <\/div>\n                                           \n                        \n                                                                                                             <div class=\"nsw-o-insight-grid__col-small d-flex flex-column\">\n                        \n                                                        <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/05\/Pressroom.png\" alt=\"Cyber Resilience Act Demystified: Risks, Regulations, and the DevSecOps Approach\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Cyber Resilience Act Demystified: Risks, Regulations, and the DevSecOps Approach<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/cyber-resilience-act-demystified-risks-regulations-and-the-devsecops-approach\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                         \n                                                                                     \n                                                        <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2026\/04\/Hackathon-1.jpg\" alt=\"What does the code from Sii Testing Lab look like? Repositories deep-dive\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">What does the code from Sii Testing Lab look like? Repositories deep-dive<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/what-does-the-code-from-sii-testing-lab-look-like-repositories-deep-dive\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                         \n                                                 <\/div><\/div>\n                                        \n                \n            <\/div>\n\n            <div class=\"nsw-o-slider__dots js-slider-custom-dots-append-container \">\n            <\/div>\n\n        <\/div>\n    <\/div>\n\n    <div class=\"nsw-o-slider nsw-o-insight-grid__slider-mobile  js-slider js-slider-center js-slider-show-mobile_2 -visibleArrowsOnMobile u-hidden-on-desktop\">\n        <div class=\"nsw-o-slider__navigation  u-hidden-on-desktop\">\n            <button  class=\"nsw-a-icon-button -transparent nsw-o-slider__prev  u-hidden-on-desktop js-slide-prev\" >\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 32 32\"><path d=\"M 19.03125 4.28125 L 8.03125 15.28125 L 7.34375 16 L 8.03125 16.71875 L 19.03125 27.71875 L 20.46875 26.28125 L 10.1875 16 L 20.46875 5.71875 Z\"\/><\/svg>\n\n    <\/button>\n            <button  class=\"nsw-a-icon-button -transparent nsw-o-slider__next  u-hidden-on-desktop js-slide-next\" >\n      <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" viewBox=\"0 0 32 32\" id=\"angle-right\">\n    <title>angle-right<\/title>\n    <path d=\"M12.969 4.281l11 11 .688.719-.688.719-11 11-1.438-1.438L21.812 16 11.531 5.719z\"><\/path>\n  <\/svg>\n\n    <\/button>\n        <\/div>\n        <div class=\"nsw-o-slider__box\">\n            <div class=\"nsw-o-slider__content  js-carousel\">\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/05\/1920x740_Pressroom-cover.jpg\" alt=\"New episodes of the Sii Talks podcast: from AI strategy to real implementation challenges in organizations\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">New episodes of the Sii Talks podcast: from AI strategy to real implementation challenges in organizations<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/new-episodes-of-the-sii-talks-podcast-from-ai-strategy-to-real-implementation-challenges-in-organizations\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2026\/05\/code-1.jpg\" alt=\"HashiCorp Vault as a central hub for key and certificate rotation\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">HashiCorp Vault as a central hub for key and certificate rotation<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/hashicorp-vault-as-a-central-hub-for-key-and-certificate-rotation\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/05\/Pressroom-1.png\" alt=\"OVHcloud and Sii Poland to deliver secure and sovereign Cloud Solutions for enterprises\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">OVHcloud and Sii Poland to deliver secure and sovereign Cloud Solutions for enterprises<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/ovhcloud-and-sii-poland-to-deliver-secure-and-sovereign-cloud-solutions-for-enterprises\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2026\/05\/code_3.jpg\" alt=\"Blazing fast websites and how Adobe Experience Manager can help achieve that\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Blazing fast websites and how Adobe Experience Manager can help achieve that<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/blazing-fast-websites-and-how-adobe-experience-manager-can-help-achieve-that\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/05\/Pressroom.png\" alt=\"Cyber Resilience Act Demystified: Risks, Regulations, and the DevSecOps Approach\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Cyber Resilience Act Demystified: Risks, Regulations, and the DevSecOps Approach<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/cyber-resilience-act-demystified-risks-regulations-and-the-devsecops-approach\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2026\/04\/Hackathon-1.jpg\" alt=\"What does the code from Sii Testing Lab look like? Repositories deep-dive\" \/>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">What does the code from Sii Testing Lab look like? Repositories deep-dive<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/what-does-the-code-from-sii-testing-lab-look-like-repositories-deep-dive\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                            <\/div>\n        <\/div>\n    <\/div>\n<\/div><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  section-78c59e30-7bff-4283-9573-44ba18cf76a4\" id=\"\"><style type=\"text\/css\">.section-78c59e30-7bff-4283-9573-44ba18cf76a4 { \n\t\t\n\t\t\t\tpadding-top:70px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tpadding-bottom:80px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tbackground:#F5F9FE;\n\t\t\t  \n\t\t\t }\n                         @media screen and (max-width: 991px) { .section-78c59e30-7bff-4283-9573-44ba18cf76a4 { \n\t\t\n\t\t\t\tpadding-top:23px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tpadding-bottom:32px;\n\t\t\t  \n\t\t\t } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-e3e1001d-10c5-40ab-aa11-51d11c746f3a .nsw-m-title-block__title, .header-e3e1001d-10c5-40ab-aa11-51d11c746f3a .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-e3e1001d-10c5-40ab-aa11-51d11c746f3a .nsw-m-title-block__title, .header-e3e1001d-10c5-40ab-aa11-51d11c746f3a .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-e3e1001d-10c5-40ab-aa11-51d11c746f3a -h2 -p1 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">WHAT YOU NEED TO KNOW<\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \">Read out FAQ<\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container container container-31d17afe-abaf-4b71-820c-2718c9ce35bb\"><style type=\"text\/css\">.container-31d17afe-abaf-4b71-820c-2718c9ce35bb { margin-top:40px; }\n                         @media screen and (max-width: 991px) { .container-31d17afe-abaf-4b71-820c-2718c9ce35bb { margin-top:20px; } }<\/style><div class=\"nsw-o-content-accordion js-accordion js-oneOpen js-noScroll  \">\n            <div class=\"nsw-o-content-accordion__item js-accordion-item js-accordion-read-more-item \">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">1.<\/span>\n                <div class=\"nsw-o-content-accordion__title d-flex flex-column\">\n                    <span class=\"d-flex align-items-center justify-content-between\">\n                        What is the Manufacturing Data Engine? \n                        <div class=\"nsw-o-content-accordion__icon -plus\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"Vector\" d=\"M7.11111 15.1111C7.11111 15.3469 7.20476 15.573 7.37146 15.7397C7.53816 15.9064 7.76425 16 8 16C8.23575 16 8.46184 15.9064 8.62854 15.7397C8.79524 15.573 8.88889 15.3469 8.88889 15.1111V8.88889H15.1111C15.3469 8.88889 15.573 8.79524 15.7397 8.62854C15.9064 8.46184 16 8.23575 16 8C16 7.76425 15.9064 7.53816 15.7397 7.37146C15.573 7.20476 15.3469 7.11111 15.1111 7.11111H8.88889V0.888889C8.88889 0.653141 8.79524 0.427048 8.62854 0.260349C8.46184 0.0936505 8.23575 0 8 0C7.76425 0 7.53816 0.0936505 7.37146 0.260349C7.20476 0.427048 7.11111 0.653141 7.11111 0.888889V7.11111H0.888889C0.653141 7.11111 0.427048 7.20476 0.260349 7.37146C0.0936505 7.53816 0 7.76425 0 8C0 8.23575 0.0936505 8.46184 0.260349 8.62854C0.427048 8.79524 0.653141 8.88889 0.888889 8.88889H7.11111V15.1111Z\" \/>\n<\/svg>\n<\/div>\n                        <div class=\"nsw-o-content-accordion__icon -minus\"><svg width=\"16\" height=\"2\" viewBox=\"0 0 16 2\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"Minus\">\n<path id=\"Vector\" d=\"M7.11111 1.88911H8.5H8.88889H15.1111C15.3469 1.88911 15.573 1.79546 15.7397 1.62876C15.9064 1.46206 16 1.23597 16 1.00022C16 0.764469 15.9064 0.538377 15.7397 0.371678C15.573 0.204979 15.3469 0.111328 15.1111 0.111328H8.88889L7.37146 0.11145L7.11111 0.111382L0.888889 0.111328C0.653141 0.111328 0.427049 0.204979 0.260349 0.371678C0.0936505 0.538377 0 0.764469 0 1.00022C0 1.23597 0.0936505 1.46206 0.260349 1.62876C0.427049 1.79546 0.653141 1.88911 0.888889 1.88911H7.11111Z\"\/>\n<\/g>\n<\/svg>\n<\/div>\n                    <\/span>\n                    <div class=\"nsw-o-content-accordion__content js-accordion-body\">\n                        <p>A Manufacturing Data Engine (MDE) is a Google Cloud-based platform designed to efficiently collect, process, store, and analyze vast amounts of data generated throughout the manufacturing process.<\/p>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n            <div class=\"nsw-o-content-accordion__item js-accordion-item js-accordion-read-more-item \">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">2.<\/span>\n                <div class=\"nsw-o-content-accordion__title d-flex flex-column\">\n                    <span class=\"d-flex align-items-center justify-content-between\">\n                        How does the Manufacturing Data Engine integrate with Google Cloud? \n                        <div class=\"nsw-o-content-accordion__icon -plus\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"Vector\" d=\"M7.11111 15.1111C7.11111 15.3469 7.20476 15.573 7.37146 15.7397C7.53816 15.9064 7.76425 16 8 16C8.23575 16 8.46184 15.9064 8.62854 15.7397C8.79524 15.573 8.88889 15.3469 8.88889 15.1111V8.88889H15.1111C15.3469 8.88889 15.573 8.79524 15.7397 8.62854C15.9064 8.46184 16 8.23575 16 8C16 7.76425 15.9064 7.53816 15.7397 7.37146C15.573 7.20476 15.3469 7.11111 15.1111 7.11111H8.88889V0.888889C8.88889 0.653141 8.79524 0.427048 8.62854 0.260349C8.46184 0.0936505 8.23575 0 8 0C7.76425 0 7.53816 0.0936505 7.37146 0.260349C7.20476 0.427048 7.11111 0.653141 7.11111 0.888889V7.11111H0.888889C0.653141 7.11111 0.427048 7.20476 0.260349 7.37146C0.0936505 7.53816 0 7.76425 0 8C0 8.23575 0.0936505 8.46184 0.260349 8.62854C0.427048 8.79524 0.653141 8.88889 0.888889 8.88889H7.11111V15.1111Z\" \/>\n<\/svg>\n<\/div>\n                        <div class=\"nsw-o-content-accordion__icon -minus\"><svg width=\"16\" height=\"2\" viewBox=\"0 0 16 2\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"Minus\">\n<path id=\"Vector\" d=\"M7.11111 1.88911H8.5H8.88889H15.1111C15.3469 1.88911 15.573 1.79546 15.7397 1.62876C15.9064 1.46206 16 1.23597 16 1.00022C16 0.764469 15.9064 0.538377 15.7397 0.371678C15.573 0.204979 15.3469 0.111328 15.1111 0.111328H8.88889L7.37146 0.11145L7.11111 0.111382L0.888889 0.111328C0.653141 0.111328 0.427049 0.204979 0.260349 0.371678C0.0936505 0.538377 0 0.764469 0 1.00022C0 1.23597 0.0936505 1.46206 0.260349 1.62876C0.427049 1.79546 0.653141 1.88911 0.888889 1.88911H7.11111Z\"\/>\n<\/g>\n<\/svg>\n<\/div>\n                    <\/span>\n                    <div class=\"nsw-o-content-accordion__content js-accordion-body\">\n                        <p>Google Cloud&#8217;s Manufacturing Data Engine (MDE) is a powerful platform that leverages the breadth of Google Cloud services to streamline the entire lifecycle of manufacturing data. It&#8217;s more than just a data collection tool; it&#8217;s a comprehensive solution that enables manufacturers to extract maximum value from their data. The core of MDE is built on Google Cloud, using its services to deliver the highest quality at a reasonable price and, what&#8217;s most unique, a reasonable cost of entry for such an enterprise-class solution.<\/p>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n            <div class=\"nsw-o-content-accordion__item js-accordion-item js-accordion-read-more-item \">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">3.<\/span>\n                <div class=\"nsw-o-content-accordion__title d-flex flex-column\">\n                    <span class=\"d-flex align-items-center justify-content-between\">\n                        What services does Google MDE provide? \n                        <div class=\"nsw-o-content-accordion__icon -plus\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"Vector\" d=\"M7.11111 15.1111C7.11111 15.3469 7.20476 15.573 7.37146 15.7397C7.53816 15.9064 7.76425 16 8 16C8.23575 16 8.46184 15.9064 8.62854 15.7397C8.79524 15.573 8.88889 15.3469 8.88889 15.1111V8.88889H15.1111C15.3469 8.88889 15.573 8.79524 15.7397 8.62854C15.9064 8.46184 16 8.23575 16 8C16 7.76425 15.9064 7.53816 15.7397 7.37146C15.573 7.20476 15.3469 7.11111 15.1111 7.11111H8.88889V0.888889C8.88889 0.653141 8.79524 0.427048 8.62854 0.260349C8.46184 0.0936505 8.23575 0 8 0C7.76425 0 7.53816 0.0936505 7.37146 0.260349C7.20476 0.427048 7.11111 0.653141 7.11111 0.888889V7.11111H0.888889C0.653141 7.11111 0.427048 7.20476 0.260349 7.37146C0.0936505 7.53816 0 7.76425 0 8C0 8.23575 0.0936505 8.46184 0.260349 8.62854C0.427048 8.79524 0.653141 8.88889 0.888889 8.88889H7.11111V15.1111Z\" \/>\n<\/svg>\n<\/div>\n                        <div class=\"nsw-o-content-accordion__icon -minus\"><svg width=\"16\" height=\"2\" viewBox=\"0 0 16 2\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"Minus\">\n<path id=\"Vector\" d=\"M7.11111 1.88911H8.5H8.88889H15.1111C15.3469 1.88911 15.573 1.79546 15.7397 1.62876C15.9064 1.46206 16 1.23597 16 1.00022C16 0.764469 15.9064 0.538377 15.7397 0.371678C15.573 0.204979 15.3469 0.111328 15.1111 0.111328H8.88889L7.37146 0.11145L7.11111 0.111382L0.888889 0.111328C0.653141 0.111328 0.427049 0.204979 0.260349 0.371678C0.0936505 0.538377 0 0.764469 0 1.00022C0 1.23597 0.0936505 1.46206 0.260349 1.62876C0.427049 1.79546 0.653141 1.88911 0.888889 1.88911H7.11111Z\"\/>\n<\/g>\n<\/svg>\n<\/div>\n                    <\/span>\n                    <div class=\"nsw-o-content-accordion__content js-accordion-body\">\n                        <p>Google&#8217;s Manufacturing Data Engine (MDE) offers a comprehensive suite of services to help manufacturers effectively manage, analyse and use their data. At the highest level, the following core services can be defined:<\/p>\n<ul>\n<li><strong>Data Ingestion:<\/strong> Collect data from multiple sources, including machines, sensors and systems.<\/li>\n<li><strong>Data Processing:<\/strong> Cleaning, transforming and structuring data for analysis.<\/li>\n<li><strong>Data Contextualisation:<\/strong> Enriching data with metadata to provide context.<\/li>\n<li><strong>Data Storage:<\/strong> Storing processed data in a scalable and accessible format.<\/li>\n<li><strong>Data Analysis:<\/strong> Enabling advanced analytics and machine learning to extract insights.<\/li>\n<\/ul>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n            <div class=\"nsw-o-content-accordion__item js-accordion-item js-accordion-read-more-item \">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">4.<\/span>\n                <div class=\"nsw-o-content-accordion__title d-flex flex-column\">\n                    <span class=\"d-flex align-items-center justify-content-between\">\n                        How does the Digital Process Twin improve manufacturing process management? \n                        <div class=\"nsw-o-content-accordion__icon -plus\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"Vector\" d=\"M7.11111 15.1111C7.11111 15.3469 7.20476 15.573 7.37146 15.7397C7.53816 15.9064 7.76425 16 8 16C8.23575 16 8.46184 15.9064 8.62854 15.7397C8.79524 15.573 8.88889 15.3469 8.88889 15.1111V8.88889H15.1111C15.3469 8.88889 15.573 8.79524 15.7397 8.62854C15.9064 8.46184 16 8.23575 16 8C16 7.76425 15.9064 7.53816 15.7397 7.37146C15.573 7.20476 15.3469 7.11111 15.1111 7.11111H8.88889V0.888889C8.88889 0.653141 8.79524 0.427048 8.62854 0.260349C8.46184 0.0936505 8.23575 0 8 0C7.76425 0 7.53816 0.0936505 7.37146 0.260349C7.20476 0.427048 7.11111 0.653141 7.11111 0.888889V7.11111H0.888889C0.653141 7.11111 0.427048 7.20476 0.260349 7.37146C0.0936505 7.53816 0 7.76425 0 8C0 8.23575 0.0936505 8.46184 0.260349 8.62854C0.427048 8.79524 0.653141 8.88889 0.888889 8.88889H7.11111V15.1111Z\" \/>\n<\/svg>\n<\/div>\n                        <div class=\"nsw-o-content-accordion__icon -minus\"><svg width=\"16\" height=\"2\" viewBox=\"0 0 16 2\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"Minus\">\n<path id=\"Vector\" d=\"M7.11111 1.88911H8.5H8.88889H15.1111C15.3469 1.88911 15.573 1.79546 15.7397 1.62876C15.9064 1.46206 16 1.23597 16 1.00022C16 0.764469 15.9064 0.538377 15.7397 0.371678C15.573 0.204979 15.3469 0.111328 15.1111 0.111328H8.88889L7.37146 0.11145L7.11111 0.111382L0.888889 0.111328C0.653141 0.111328 0.427049 0.204979 0.260349 0.371678C0.0936505 0.538377 0 0.764469 0 1.00022C0 1.23597 0.0936505 1.46206 0.260349 1.62876C0.427049 1.79546 0.653141 1.88911 0.888889 1.88911H7.11111Z\"\/>\n<\/g>\n<\/svg>\n<\/div>\n                    <\/span>\n                    <div class=\"nsw-o-content-accordion__content js-accordion-body\">\n                        <p>A Digital Process Twin is a virtual representation of a manufacturing process that leverages real-time data and simulations to optimize operations. By offering a comprehensive view of the production process, it enables real-time monitoring and analysis, allowing for the identification of anomalies and the tracking of key performance indicators. Process optimization is another key benefit, as simulations can be used to test different parameters and identify bottlenecks. In terms of quality control, digital twins predict potential defects, determine root causes, and enable corrective actions to enhance product quality. The ability to conduct virtual experiments accelerates innovation and reduces risks associated with new processes or product variations. Ultimately, digital process twins empower manufacturers to achieve greater efficiency, productivity, and product quality while reducing costs and minimizing risks.<\/p>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n            <div class=\"nsw-o-content-accordion__item js-accordion-item js-accordion-read-more-item \">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">5.<\/span>\n                <div class=\"nsw-o-content-accordion__title d-flex flex-column\">\n                    <span class=\"d-flex align-items-center justify-content-between\">\n                        What are the benefits of edge computing for manufacturing? \n                        <div class=\"nsw-o-content-accordion__icon -plus\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path id=\"Vector\" d=\"M7.11111 15.1111C7.11111 15.3469 7.20476 15.573 7.37146 15.7397C7.53816 15.9064 7.76425 16 8 16C8.23575 16 8.46184 15.9064 8.62854 15.7397C8.79524 15.573 8.88889 15.3469 8.88889 15.1111V8.88889H15.1111C15.3469 8.88889 15.573 8.79524 15.7397 8.62854C15.9064 8.46184 16 8.23575 16 8C16 7.76425 15.9064 7.53816 15.7397 7.37146C15.573 7.20476 15.3469 7.11111 15.1111 7.11111H8.88889V0.888889C8.88889 0.653141 8.79524 0.427048 8.62854 0.260349C8.46184 0.0936505 8.23575 0 8 0C7.76425 0 7.53816 0.0936505 7.37146 0.260349C7.20476 0.427048 7.11111 0.653141 7.11111 0.888889V7.11111H0.888889C0.653141 7.11111 0.427048 7.20476 0.260349 7.37146C0.0936505 7.53816 0 7.76425 0 8C0 8.23575 0.0936505 8.46184 0.260349 8.62854C0.427048 8.79524 0.653141 8.88889 0.888889 8.88889H7.11111V15.1111Z\" \/>\n<\/svg>\n<\/div>\n                        <div class=\"nsw-o-content-accordion__icon -minus\"><svg width=\"16\" height=\"2\" viewBox=\"0 0 16 2\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"Minus\">\n<path id=\"Vector\" d=\"M7.11111 1.88911H8.5H8.88889H15.1111C15.3469 1.88911 15.573 1.79546 15.7397 1.62876C15.9064 1.46206 16 1.23597 16 1.00022C16 0.764469 15.9064 0.538377 15.7397 0.371678C15.573 0.204979 15.3469 0.111328 15.1111 0.111328H8.88889L7.37146 0.11145L7.11111 0.111382L0.888889 0.111328C0.653141 0.111328 0.427049 0.204979 0.260349 0.371678C0.0936505 0.538377 0 0.764469 0 1.00022C0 1.23597 0.0936505 1.46206 0.260349 1.62876C0.427049 1.79546 0.653141 1.88911 0.888889 1.88911H7.11111Z\"\/>\n<\/g>\n<\/svg>\n<\/div>\n                    <\/span>\n                    <div class=\"nsw-o-content-accordion__content js-accordion-body\">\n                        <p>Edge computing offers significant benefits for manufacturing by processing data closer to where it is generated, reducing latency and enabling real-time decision-making. This local processing allows for faster response times, which is crucial for tasks like predictive maintenance, quality control, and automated processes. Edge computing also enhances reliability by minimizing dependence on cloud connectivity, ensuring that critical operations can continue even with intermittent internet access. Additionally, it reduces bandwidth usage and associated costs by filtering and processing data locally before sending only essential information to the cloud. Overall, edge computing improves efficiency, enhances operational continuity, and supports more responsive and adaptive manufacturing environments.<\/p>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n        <\/div><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  js-mobile-trigger-button_1 section-55c2a2d6-298e-4c00-bba8-38d0e2b956c5\" id=\"nswOfferFormBlock\"><style type=\"text\/css\">.section-55c2a2d6-298e-4c00-bba8-38d0e2b956c5 { \n\t\t\n\t\t\t\tpadding-top:70px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tpadding-bottom:30px;\n\t\t\t  \n\t\t\t }\n                         @media screen and (max-width: 991px) { .section-55c2a2d6-298e-4c00-bba8-38d0e2b956c5 { \n\t\t\n\t\t\t\tpadding-top:24px;\n\t\t\t  \n\t\t\t\n\t\t\n\t\t\t\tpadding-bottom:0px;\n\t\t\t  \n\t\t\t } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-c0597cd9-a54b-4591-ba88-cd54f67ef65a .nsw-m-title-block__title, 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value=\"{\"page_url\":\"https:\\\/\\\/sii.pl\\\/en\\\/wp-json\\\/wp\\\/v2\\\/offering-page\\\/97988\",\"expert_name\":\"Sebastian Ci\\u0119szczyk\",\"expert_position\":\"Google Cloud Offering Lead\",\"expert_image\":\"https:\\\/\\\/sii.pl\\\/wp-content\\\/uploads\\\/2021\\\/12\\\/cieszczyk-s-1-1.jpg\",\"category_contact\":907000002,\"industry_expert\":\"907000032\"}\"><input type=\"hidden\" name=\"page_url\" id=\"page_url\" value=\"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offering-page\/97988\"><input type=\"hidden\" name=\"expert_name\" id=\"expert_name\" value=\"Sebastian Ci\u0119szczyk\"><input type=\"hidden\" name=\"expert_position\" id=\"expert_position\" value=\"Google Cloud Offering Lead\"><input type=\"hidden\" name=\"expert_image\" id=\"expert_image\" value=\"https:\/\/sii.pl\/wp-content\/uploads\/2021\/12\/cieszczyk-s-1-1.jpg\"><input type=\"hidden\" name=\"category_contact\" id=\"category_contact\" value=\"907000002\"><input type=\"hidden\" name=\"industry_expert\" id=\"industry_expert\" value=\"907000032\"><input type=\"hidden\" name=\"frm_xpnd\" id=\"frm_xpnd\" value=\"form_nsw_offer_contact\"><input type=\"hidden\" name=\"Source\" id=\"Source\" value=\"form_nsw_offer_contact\"><input type=\"hidden\" name=\"Site\" id=\"Site\" value=\"sii.pl\"><input type=\"hidden\" name=\"privacy_policy_delivered\" id=\"privacy_policy_delivered\" value=\"on\"><input type=\"hidden\" id=\"gclid_field\" name=\"gclid_field\" value=\"\"><\/div>\n                    <div class=\"box -credentials d-flex flex-wrap\">\n                        <label class=\"nsw-m-input-line  frow\" for=\"name\">\n    <span class=\"nsw-m-input-line__label d-block\">\n        First name<span class=\"nsw-m-input-line__required\">*<\/span>\n            <\/span>\n        <input \n            \n            data-allowed-chars=\"\u00c5\u00c9\u00c0\u00c4\u00d6\u1e9e\u00dc\u0104\u015a\u0106\u0179\u017b\u0141\u0118\u0106\u0143\u00d3\u0105\u015b\u0107\u017a\u017c\u0142\u00f3\u0119\u0107\u0144\u00e4\u00f6\u00df\u00fc\u00e0\u00e9\u00e5&#039; \"\n            class=\"input-text required \"\n            name=\"name\"\n            id=\"name\"\n            value=\"\"\n                                        >\n    <span class=\"nsw-m-input-line__helper-text\"><\/span>\n            <span class=\"nsw-m-input-line__error js-require-error u-hidden\">First name is required<\/span>\n        <span class=\"nsw-m-input-line__error js-format-error u-hidden\">This field must contain only letters and special characters<\/span>\n    \n<\/label>\n                        <label class=\"nsw-m-input-line  frow\" for=\"surname\">\n    <span class=\"nsw-m-input-line__label d-block\">\n        Surname<span class=\"nsw-m-input-line__required\">*<\/span>\n            <\/span>\n        <input \n            \n            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accept=\".doc,.docx,.pdf,application\/msword,application\/vnd.ms-office,application\/vnd.openxmlformats-officedocument.wordprocessingml.document,application\/zip,application\/msword,application\/x-zip,application\/pdf,application\/force-download,application\/x-download,binary\/octet-stream,application\/x-pdf\"\/>\n        <div class=\"nsw-m-drag-and-drop__uploaded-files js-uploaded-files-container u-hidden\">\n        <span>Uploaded file:<\/span>\n        <ul>\n            <li class=\"d-flex flex-row justify-content-center\">\n                <?xml version=\"1.0\" encoding=\"UTF-8\"?>\n<svg width=\"9px\" height=\"12px\" viewBox=\"0 0 9 12\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\">\n    <!-- Generator: Sketch 60.1 (88133) - https:\/\/sketch.com -->\n    <title>file_icon<\/title>\n    <desc>Created with Sketch.<\/desc>\n    <g id=\"New_JobOffer\" stroke=\"none\" stroke-width=\"1\" fill=\"none\" fill-rule=\"evenodd\">\n     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<\/div>\n<\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"","protected":false},"author":109,"featured_media":0,"parent":97972,"menu_order":0,"template":"views\/nsw-blank-page.blade.php","offer-category":[],"class_list":["post-97988","offering-page","type-offering-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offering-page\/97988"}],"collection":[{"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offering-page"}],"about":[{"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/types\/offering-page"}],"author":[{"embeddable":true,"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/users\/109"}],"up":[{"embeddable":true,"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offering-page\/97972"}],"wp:attachment":[{"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/media?parent=97988"}],"wp:term":[{"taxonomy":"offer-category","embeddable":true,"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offer-category?post=97988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}