{"id":145148,"date":"2026-06-24T14:50:15","date_gmt":"2026-06-24T14:50:15","guid":{"rendered":"https:\/\/sii.pl\/?post_type=offering-page&#038;p=145148"},"modified":"2026-06-29T07:35:35","modified_gmt":"2026-06-29T07:35:35","slug":"edge-ai","status":"publish","type":"offering-page","link":"https:\/\/sii.pl\/en\/what-we-offer\/embedded-systems\/edge-ai\/","title":{"rendered":"Edge AI"},"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\/2026\/06\/TOP_desktop-12.jpg\" alt=\"\" class=\"u-hidden-on-mobile-small\" data-no-lazy=\"1\">\n                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/TOP_mobile-14.jpg\" alt=\"\" class=\"u-visible-on-mobile-small\" data-no-lazy=\"1\">\n                            <\/div>\n                        <div class=\"nsw-o-info-lead__content container -nsw-container d-flex  flex-column \">\n           <div class=\"nsw-o-info-lead__breadcrumbs u-hidden-on-mobile\">\n                                  <ul class=\"nsw-m-breadcrumbs d-flex align-items-center flex-wrap -invert\" itemscope=\"\" itemtype=\"https:\/\/schema.org\/BreadcrumbList\">\n        <li class=\"nsw-m-breadcrumbs__item\" itemprop=\"itemListElement\" itemscope=\"\" itemtype=\"https:\/\/schema.org\/ListItem\">\n        <a class=\" u-color-invert  \" itemprop=\"item\" href=\"https:\/\/sii.pl\/en\/\">\n            <span itemprop=\"name\" property=\"name\">Home<\/span>\n        <\/a>\n    <\/li>\n        <\/ul>                          <\/div>\n            <div class=\"nsw-o-info-lead__back-content u-hidden-on-desktop\">\n                                                            <a  href=\"https:\/\/sii.pl\/en\/what-we-offer\/embedded-systems\/\" class=\"nsw-a-button -link-invert -icon-left -icon-small u-hidden-on-desktop nsw-o-info-lead__back-btn\"   >\n            <span class=\"nsw-a-button__icon\">\n            <svg width=\"4\" height=\"7\" viewBox=\"0 0 4 7\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n    <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M3.85355 6.35355C3.65829 6.54882 3.34171 6.54882 3.14645 6.35355L0.292893 3.5L3.14645 0.646447C3.34171 0.451184 3.65829 0.451184 3.85355 0.646447C4.04882 0.841709 4.04882 1.15829 3.85355 1.35355L1.70711 3.5L3.85355 5.64645C4.04882 5.84171 4.04882 6.15829 3.85355 6.35355Z\"\/>\n<\/svg>\n\n        <\/span>\n        <span>Embedded Systems<\/span>\n    <\/a>\n                                                <\/div>\n            <div class=\"nsw-o-info-lead__row d-flex flex-column justify-content-between mt-auto\">\n                                                <div class=\"nsw-m-title-block -h2 -ph4 -invert\">\n                                <h1 class=\"nsw-m-title-block__title\">Edge AI<\/h1>\n                        <p class=\"nsw-m-title-block__subtitle\">We design, optimize, and deploy AI models on edge devices \u2013 from data preparation to embedded system integration, and on-device model inference. <\/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  section-e1f34db0-01b4-4006-8910-78867974f1ee\" id=\"\"><style type=\"text\/css\">.section-e1f34db0-01b4-4006-8910-78867974f1ee { padding-top:120px;padding-bottom:80px;background:linear-gradient(152deg, rgba(245, 249, 254, 0) 35.51%, rgba(245, 249, 254, 0.48) 55.73%, rgba(245, 249, 254, 1) 78.08%); }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-e1f34db0-01b4-4006-8910-78867974f1ee { padding-top:30px;padding-bottom:30px; } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-4aa3d5bb-ea51-49b2-b3dd-0bfcbf5499bf .nsw-m-title-block__title, .header-4aa3d5bb-ea51-49b2-b3dd-0bfcbf5499bf .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-4aa3d5bb-ea51-49b2-b3dd-0bfcbf5499bf .nsw-m-title-block__title, .header-4aa3d5bb-ea51-49b2-b3dd-0bfcbf5499bf .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-4aa3d5bb-ea51-49b2-b3dd-0bfcbf5499bf -h2 -ph3 \"><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\">INTELLIGENCE WHERE DATA IS CREATED <\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container container container-32567189-fbd3-46ae-9840-b41fc4813265\"><style type=\"text\/css\">.container-32567189-fbd3-46ae-9840-b41fc4813265 {  }\n                         @media screen and (max-width: 991px) { .container-32567189-fbd3-46ae-9840-b41fc4813265 {  } }<\/style><h2 class=\"wp-block-heading has-nsw-p-2-font-size\">Sii runs artificial intelligence models directly on edge devices, enabling your systems to operate in real time, offline, and without sending sensitive data to the cloud. By optimizing AI models for resource-constrained hardware, we help you bring intelligence closer to your products and users. As a result, your systems respond faster, depend less on the cloud, and give you greater flexibility to use AI where data is created every day.<\/h2><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  section-bc0544e4-f719-47c8-947f-d97df3e257f2\" id=\"\"><style type=\"text\/css\">.section-bc0544e4-f719-47c8-947f-d97df3e257f2 { padding-top:40px;padding-bottom:80px;background:linear-gradient(152deg, rgba(245, 249, 254, 0) 35.51%, rgba(245, 249, 254, 0.48) 55.73%, rgba(245, 249, 254, 1) 78.08%); }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-bc0544e4-f719-47c8-947f-d97df3e257f2 { padding-top:10px;padding-bottom:30px; } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-899bf11a-ee89-4919-abc6-08f4571eecdb .nsw-m-title-block__title, .header-899bf11a-ee89-4919-abc6-08f4571eecdb .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-899bf11a-ee89-4919-abc6-08f4571eecdb .nsw-m-title-block__title, .header-899bf11a-ee89-4919-abc6-08f4571eecdb .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-899bf11a-ee89-4919-abc6-08f4571eecdb -h2 -ph3 -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\">ACHIEVE MORE WITH<\/mark> SII X EDGE AI<\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container container container-95a8595a-bc1f-4cae-94f9-b5c57f7e2aad\"><style type=\"text\/css\">.container-95a8595a-bc1f-4cae-94f9-b5c57f7e2aad { margin-top:60px; }\n                         @media screen and (max-width: 991px) { .container-95a8595a-bc1f-4cae-94f9-b5c57f7e2aad { margin-top:20px; } }<\/style><div class=\"wp-block-columns are-vertically-aligned-center is-style-nsw-reverse-mobile-order is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\"><div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:708px\"><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\">Edge AI in practice <\/mark><\/h2>\n\n<p class=\"is-style-nsw-mb-0\">Edge AI runs trained AI models directly on embedded devices instead of performing inference in the cloud. In practice, this means analyzing data locally, directly on the device. Sii experts deploy this approach to reduce latency, lower network bandwidth usage, enhance data privacy, and ensure that systems can operate even without continuous internet access.<\/p><\/div>\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:4px\"><\/div>\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:368px\"><figure data-wp-context=\"{&quot;uploadedSrc&quot;:&quot;https:\\\/\\\/sii.pl\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Offer_Edge-AI-w-praktyce.jpg&quot;,&quot;figureClassNames&quot;:&quot;wp-block-image aligncenter size-full is-style-js-image-light-box&quot;,&quot;figureStyles&quot;:null,&quot;imgClassNames&quot;:&quot;wp-image-145144&quot;,&quot;imgStyles&quot;:null,&quot;targetWidth&quot;:1200,&quot;targetHeight&quot;:800,&quot;scaleAttr&quot;:false,&quot;ariaLabel&quot;:&quot;Enlarge image&quot;,&quot;alt&quot;:&quot;&quot;}\" data-wp-interactive=\"core\/image\" class=\"wp-block-image aligncenter size-full is-style-js-image-light-box wp-lightbox-container\"><img decoding=\"async\" width=\"1200\" height=\"800\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-on-async--load=\"callbacks.setButtonStyles\" data-wp-on-async-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Edge-AI-w-praktyce.jpg\" alt=\"\" class=\"wp-image-145144\" srcset=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Edge-AI-w-praktyce.jpg 1200w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Edge-AI-w-praktyce-400x267.jpg 400w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Edge-AI-w-praktyce-1024x683.jpg 1024w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Edge-AI-w-praktyce-768x512.jpg 768w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Edge-AI-w-praktyce-600x400.jpg 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge image\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on-async--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"context.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"context.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure><\/div><\/div>\n\n<div style=\"height:64px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\"><div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:368px\"><figure data-wp-context=\"{&quot;uploadedSrc&quot;:&quot;https:\\\/\\\/sii.pl\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Offer_Kiedy-warto-wdrozyc-Edge-AI.jpg&quot;,&quot;figureClassNames&quot;:&quot;wp-block-image aligncenter size-full is-style-js-image-light-box&quot;,&quot;figureStyles&quot;:null,&quot;imgClassNames&quot;:&quot;wp-image-145141&quot;,&quot;imgStyles&quot;:null,&quot;targetWidth&quot;:1200,&quot;targetHeight&quot;:800,&quot;scaleAttr&quot;:false,&quot;ariaLabel&quot;:&quot;Enlarge image&quot;,&quot;alt&quot;:&quot;&quot;}\" data-wp-interactive=\"core\/image\" class=\"wp-block-image aligncenter size-full is-style-js-image-light-box wp-lightbox-container\"><img decoding=\"async\" width=\"1200\" height=\"800\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-on-async--load=\"callbacks.setButtonStyles\" data-wp-on-async-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Kiedy-warto-wdrozyc-Edge-AI.jpg\" alt=\"\" class=\"wp-image-145141\" srcset=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Kiedy-warto-wdrozyc-Edge-AI.jpg 1200w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Kiedy-warto-wdrozyc-Edge-AI-400x267.jpg 400w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Kiedy-warto-wdrozyc-Edge-AI-1024x683.jpg 1024w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Kiedy-warto-wdrozyc-Edge-AI-768x512.jpg 768w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/Offer_Kiedy-warto-wdrozyc-Edge-AI-600x400.jpg 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge image\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on-async--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"context.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"context.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure><\/div>\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:4px\"><\/div>\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:708px\"><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\">When to deploy Edge AI <\/mark><\/h2>\n\n<p class=\"is-style-nsw-mb-0\">Sii offers Edge AI deployment for projects where:<\/p>\n\n<ul class=\"wp-block-list\"><li>real-time response is critical<\/li>\n\n<li>devices operate in environments with limited or unstable connectivity<\/li>\n\n<li>sensitive data cannot leave the device<\/li>\n\n<li>the system runs on hardware with constrained compute power, memory, or energy consumption<\/li><\/ul><\/div><\/div>\n\n<div style=\"height:64px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-style-nsw-reverse-mobile-order is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\"><div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:708px\"><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\">Benefits of using Edge AI <\/mark><\/h2>\n\n<div style=\"height:8px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<p class=\"is-style-nsw-mb-0\">We optimize AI models for edge devices to deliver:<\/p>\n\n<ul class=\"wp-block-list\"><li>ultra-low latency \u2013 data analysis runs directly on the device<\/li>\n\n<li>enhanced privacy \u2013 data stays on-device<\/li>\n\n<li>offline operation \u2013 no dependency on continuous cloud access<\/li>\n\n<li>optimization for embedded hardware \u2013 tailored to constrained resources<\/li>\n\n<li>scalability \u2013 the ability to deploy AI across large fleets of devices<\/li><\/ul><\/div>\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow 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wp-block-columns-is-layout-flex\"><div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:368px\"><figure data-wp-context=\"{&quot;uploadedSrc&quot;:&quot;https:\\\/\\\/sii.pl\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Offer_Zastosowania-Edge-AI.jpg&quot;,&quot;figureClassNames&quot;:&quot;wp-block-image size-full is-style-default&quot;,&quot;figureStyles&quot;:null,&quot;imgClassNames&quot;:&quot;wp-image-145135&quot;,&quot;imgStyles&quot;:null,&quot;targetWidth&quot;:1200,&quot;targetHeight&quot;:800,&quot;scaleAttr&quot;:false,&quot;ariaLabel&quot;:&quot;Enlarge image&quot;,&quot;alt&quot;:&quot;&quot;}\" data-wp-interactive=\"core\/image\" class=\"wp-block-image size-full is-style-default wp-lightbox-container\"><img decoding=\"async\" width=\"1200\" height=\"800\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-on-async--load=\"callbacks.setButtonStyles\" 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image\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on-async--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"context.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"context.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure><\/div>\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:4px\"><\/div>\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:708px\"><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\">Edge AI use cases<\/mark><\/h2>\n\n<p class=\"is-style-nsw-mb-0\">Sii specialists select and deploy Edge AI based on the type of device, data, and operating conditions of the final product. Edge AI solutions are used in:<\/p>\n\n<ul class=\"wp-block-list\"><li>Smart cameras \u2013 real-time object detection and tracking support industrial use cases, safety and security systems, and vision systems<\/li>\n\n<li>Industrial automation \u2013 local perception and decision-making take place at the device and production line level<\/li>\n\n<li>Predictive maintenance \u2013 early anomaly detection helps reduce downtime and service costs<\/li>\n\n<li>Autonomous and semi-autonomous systems \u2013 perception and response are handled locally, without cloud dependency<\/li>\n\n<li>Wearable devices \u2013 data analysis and user health monitoring take place directly on the device<\/li><\/ul><\/div><\/div><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  section-6729a436-47f9-46b9-bd11-7c56c7f7c4fc\" id=\"\"><style type=\"text\/css\">.section-6729a436-47f9-46b9-bd11-7c56c7f7c4fc { padding-top:40px;padding-bottom:80px; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-6729a436-47f9-46b9-bd11-7c56c7f7c4fc { padding-top:24px;padding-bottom:3px; } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-1b488107-e7b8-4f03-951a-714099d74598 .nsw-m-title-block__title, .header-1b488107-e7b8-4f03-951a-714099d74598 .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-1b488107-e7b8-4f03-951a-714099d74598 .nsw-m-title-block__title, .header-1b488107-e7b8-4f03-951a-714099d74598 .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-1b488107-e7b8-4f03-951a-714099d74598 -h2 -ph3 -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\">WHY PARTNER WITH SII<\/mark> FOR EDGE AI <\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container nsw__asymetric-container container-b595c17f-c35d-420f-a537-b61ac9a9c2c3\"><style type=\"text\/css\">.container-b595c17f-c35d-420f-a537-b61ac9a9c2c3 { margin-top:60px; }\n                         @media screen and (max-width: 991px) { .container-b595c17f-c35d-420f-a537-b61ac9a9c2c3 { margin-top:30px; } }<\/style><div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-5 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\">End-to-end support<\/h2>\n\n<p>Sii supports the entire Edge AI solution lifecycle, combining the expertise of embedded engineers and AI specialists. Our scope includes:<\/p>\n\n<ul class=\"wp-block-list\"><li>data collection, preparation, and normalization<\/li>\n\n<li>hardware and software architecture design<\/li>\n\n<li>AI model creation, training, and compression<\/li>\n\n<li>model optimization for the target hardware platform<\/li>\n\n<li>integration with embedded systems<\/li>\n\n<li>deployment of on-device model inference<\/li>\n\n<li>monitoring and tuning in the production environment<\/li><\/ul>\n\n<p>As a result, Sii delivers stable, ready-to-use artificial intelligence solutions for edge devices \u2013 from hardware and software design, through model creation and optimization, to integration, deployment, and ongoing solution tuning.<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\">550+ Edge AI experts<\/h2>\n\n<p>Sii develops Edge AI projects with the support of over 550 specialists, including embedded systems experts, data science specialists, and ML engineers. This talent base allows us to build teams capable of delivering production-grade solutions, not just PoCs, or prototypes.<\/p>\n\n<h2 class=\"wp-block-heading mb-3 has-nsw-h-3-font-size\">Advanced technology expertise<\/h2>\n\n<p>Sii delivers Edge AI projects across a wide range of platforms, from bare-metal systems and low-power microcontrollers to high-performance Linux-based solutions. Our specialists work with technologies such as:<\/p>\n\n<ul class=\"wp-block-list\"><li>C, C++, Python, and Rust<\/li>\n\n<li>TensorFlow and ONNX<\/li>\n\n<li>STM32Cube.AI, Edge Impulse, TensorFlow Lite, CMSIS-NN, eIQ, and e-AI Translator<\/li>\n\n<li>MATLAB &amp; Simulink<\/li>\n\n<li>as well as Embedded Linux, RTOS, and bare-metal environments<\/li><\/ul>\n\n<p>This allows us to select the right tools and architecture for a specific device, hardware constraints, and production requirements.<\/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=\"823\" height=\"516\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/WhyPartner-1.jpg\" alt=\"\" class=\"wp-image-145126\" srcset=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/WhyPartner-1.jpg 823w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/WhyPartner-1-400x251.jpg 400w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/WhyPartner-1-768x482.jpg 768w, https:\/\/sii.pl\/wp-content\/uploads\/2026\/06\/WhyPartner-1-600x376.jpg 600w\" sizes=\"(max-width: 823px) 100vw, 823px\" \/><\/figure><\/div><\/div><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  section-52fde9ca-d416-44cc-98af-5afd6a2ca427\" id=\"\"><style type=\"text\/css\">.section-52fde9ca-d416-44cc-98af-5afd6a2ca427 { padding-top:40px;padding-bottom:80px;background:#F5F9FE; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-52fde9ca-d416-44cc-98af-5afd6a2ca427 { padding-top:26px;padding-bottom:17px; } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-fbdef026-6460-43be-9f50-6394493e9b60 .nsw-m-title-block__title, .header-fbdef026-6460-43be-9f50-6394493e9b60 .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-fbdef026-6460-43be-9f50-6394493e9b60 .nsw-m-title-block__title, .header-fbdef026-6460-43be-9f50-6394493e9b60 .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-fbdef026-6460-43be-9f50-6394493e9b60 -h2 -uppercase -p1 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \">Embedded SYSTEMS <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-nswc-gradient-color\">case studies<\/mark><\/h2><p class=\"nsw-m-title-block__subtitle \"><\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container container container-ee266f64-d61d-4e53-b223-bca206f90d4e\"><style type=\"text\/css\">.container-ee266f64-d61d-4e53-b223-bca206f90d4e { margin-top:90px; }\n                         @media screen and (max-width: 991px) { .container-ee266f64-d61d-4e53-b223-bca206f90d4e { margin-top:20px; } }<\/style><div class=\"nsw-o-cards-extender\">\n    <div class=\"nsw-o-slider nsw-o-slider__big  js-slider js-slider-fade-on-desktop js-slider-center js-slider-sync_1783148113960  -visibleArrowsOnMobile\">\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-movies-large js-carousel \">\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\/Alstom_logo-2.png\" alt=\"High-quality and low-cost VectorCAST modular testing for Alstom  \" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">High-quality and low-cost VectorCAST modular testing for Alstom  <\/h3>\n                                                                                                    <div class=\"desc\">\n                                        Check out how we supported a global rail industry leader in developing and executing modular testing in accordance with EN 50129. Our specialized teams set up a test environment on the VectorCAST platform for continuous integration and software development (CI\/CD), staying in constant contact with the client. Early defect detection has lowered the overall development cost and increased product quality. \n                                    <\/div>\n                                                                                                    <a  href=\"https:\/\/sii.pl\/en\/case-study\/automated-testing-of-train-control-systems-compliance-with-railway-industry-standards\/\" class=\"nsw-a-button -link \"   >\n        <span>More<\/span>\n    <\/a>\n                                                                <ul class=\"chips \">\n                                                                                                        <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/Alstom_VectorCAST_graphic-1.jpg\" alt=\"High-quality and low-cost VectorCAST modular testing for Alstom  \" \/>\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\/Cukier-2-1.png\" alt=\"Smart Factory \u2013 more efficient factory operations through data analysis  \" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Smart Factory \u2013 more efficient factory operations through data analysis  <\/h3>\n                                                                                                    <div class=\"desc\">\n                                        See how analyzing data gathered from the machines increased the production efficiency of a leading sugar producer in Europe and further optimized operations through machine learning. By digitizing plants, creating a digital clone, mirroring machines, and monitoring processes, we have made it possible to process data and use the findings to make further improvements that reduce labor costs. \n                                    <\/div>\n                                                                                                    <a  href=\"https:\/\/sii.pl\/en\/case-study\/connected-factory-for-a-leading-processing-company-digitalization-of-production-and-preparation-for-digital-twin-implementation\/\" class=\"nsw-a-button -link \"   >\n        <span>More<\/span>\n    <\/a>\n                                                                <ul class=\"chips \">\n                                                                                                        <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/Smart-factory.png\" alt=\"Smart Factory \u2013 more efficient factory operations through data analysis  \" \/>\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\/NXP_logo-1.png\" alt=\"Resilience to cyber attacks through testing and vulnerability analysis  \" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Resilience to cyber attacks through testing and vulnerability analysis  <\/h3>\n                                                                                                    <div class=\"desc\">\n                                        Discover how we strengthened the cybersecurity of one of the world&#039;s largest semiconductor manufacturers. We created test codes, performed hardware bug injection attacks, assessed security vulnerabilities, and reported the results. All systems on the chip and their latest software versions gained high resistance to hacking attempts. \n                                    <\/div>\n                                                                                                    <a  href=\"https:\/\/sii.pl\/en\/case-study\/from-dispersed-suppliers-to-a-trusted-long-term-technology-partnership\/\" class=\"nsw-a-button -link \"   >\n        <span>More<\/span>\n    <\/a>\n                                                                <ul class=\"chips \">\n                                                                                                        <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/NXP-Firmware-Development-and-Testing-1.jpg\" alt=\"Resilience to cyber attacks through testing and vulnerability analysis  \" \/>\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\/ABB_logo-1.png\" alt=\"Improved efficiency of embedded software for electric vehicle chargers  \" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Improved efficiency of embedded software for electric vehicle chargers  <\/h3>\n                                                                                                    <div class=\"desc\">\n                                        Check out how, through optimization, we ensured compliance with the latest standards and market needs, improved security, better hardware stability, and a modern, convenient application for electric vehicle chargers for a technology leader in electrification and automation. Our service team supported the implemented solutions, freeing up customer resources. \n                                    <\/div>\n                                                                                                    <a  href=\"https:\/\/sii.pl\/en\/case-study\/sii-poland-increases-the-reliability-of-abb-fast-charging-stations-for-electric-vehicles\/\" class=\"nsw-a-button -link \"   >\n        <span>More<\/span>\n    <\/a>\n                                                                <ul class=\"chips \">\n                                                                                                        <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/ABB_graphic-3.jpg\" alt=\"Improved efficiency of embedded software for electric vehicle chargers  \" \/>\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\/Aptiv_logo-2.png\" alt=\"Ensured pedestrian safety \u2013 a system for electric and hybrid cars   \" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Ensured pedestrian safety \u2013 a system for electric and hybrid cars   <\/h3>\n                                                                                                    <div class=\"desc\">\n                                        Discover how we helped a global leader in the automotive industry improve traffic safety with a sound generator for a moving vehicle. We were responsible for the design and implementation of the main functionality of the system (sound stack). Our experts eliminated performance-related bugs and enabled multiple ways to configure and control the system and modify the sound. \n                                    <\/div>\n                                                                                                    <a  href=\"https:\/\/sii.pl\/en\/case-study\/ensured-pedestrian-safety-a-system-for-electric-and-hybrid-cars\/\" class=\"nsw-a-button -link \"   >\n        <span>More<\/span>\n    <\/a>\n                                                                <ul class=\"chips \">\n                                                                                                        <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/Aptiv_graphic-1.jpg\" alt=\"Ensured pedestrian safety \u2013 a system for electric and hybrid cars   \" \/>\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\/Blatchord_logo-1.png\" alt=\"Higher quality of next-generation prosthesis software through automation of test environment \" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Higher quality of next-generation prosthesis software through automation of test environment <\/h3>\n                                                                                                    <div class=\"desc\">\n                                        See how we improved the product quality of one of the world&#039;s leaders in innovative prosthetic technology. Blatchford had developed a platform for a new generation of microprocessor-controlled prosthetic and orthotic devices and needed support in working on an embedded test automation framework. Our team delivered a customized test platform and increased functional and module test coverage. \n                                    <\/div>\n                                                                                                    <a  href=\"https:\/\/sii.pl\/en\/case-study\/automation-of-software-testing-for-intelligent-prosthetics-for-blatchford\/\" class=\"nsw-a-button -link \"   >\n        <span>More<\/span>\n    <\/a>\n                                                                <ul class=\"chips \">\n                                                                                                        <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/Blatchford_graphic-2.jpg\" alt=\"Higher quality of next-generation prosthesis software through automation of test environment \" \/>\n                                                                                                        <a class=\"d-flex align-items-center justify-content-center\" href=\"#\" data-lity data-lity-target=\"https:\/\/www.youtube.com\/watch?v=dWLROuktaAA\"  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\/Qiagen_logo-1.png\" alt=\"Analysis of DNA images sent directly from a customer&#039;s device thanks to the dPCR method   \" \/>\n                                    <\/div>\n                                                                                                     <h3 class=\"title\">Analysis of DNA images sent directly from a customer&#039;s device thanks to the dPCR method   <\/h3>\n                                                                                                    <div class=\"desc\">\n                                        Discover how the DNA analysis application we developed allowed the examination of the images for the presence of the dye, verifying the concentration of the multiplied sequence by statistical analysis. Qiagen, a leader in providing molecular testing solutions, received a tool with key features needed to grow the company, including absolute quantification, mutation detection, genome editing, copy number alteration, and gene expression analysis. \n                                    <\/div>\n                                                                                                <ul class=\"chips \">\n                                                                                                        <\/ul>\n                            <\/div>\n                            <div class=\"img-box\">\n                                                                    <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/Quiagen_graphic-1.jpg\" alt=\"Analysis of DNA images sent directly from a customer&#039;s device thanks to the dPCR method   \" \/>\n                                                                                                        <a 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for electric and hybrid cars   \" \/>\n                                <\/div>\n                                                                    <div class=\"desc\">\n                                        Ensured pedestrian safety \u2013 a system for electric and hybrid cars   \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\/Blatchord_logo-1.png\" alt=\"Higher quality of next-generation prosthesis software through automation of test environment \" \/>\n                                <\/div>\n                                             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images sent directly from a customer&#039;s device thanks to the dPCR method   \n                                    <\/div>\n                                                                                    <\/div>\n                                                <\/div>\n        <\/div>\n    <\/div>\n\n<\/div>\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer u-hidden-on-mobile\"><\/div>\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer u-hidden-on-desktop\"><\/div>\n\n<div class=\"wp-block-buttons u-hidden-on-mobile is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"wp-block-button is-style-nsw-outline-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/sii.pl\/en\/case-studies\/\">See all case studies<\/a><\/div><\/div>\n\n<div class=\"wp-block-buttons u-hidden-on-desktop is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-2 wp-block-buttons-is-layout-flex\"><div 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class=\"nsw-o-slider__slide\">\n                                <div class=\"nsw-m-card-bottom-content -transparent -worker-info -default d-flex flex-column js-showMoreByHeight\" data-loop-id=\"0\" data-height-breakpoint=\"50\" data-max-text-rows=\"4\">\n         <div class=\"d-block nsw-m-card-bottom-content__link\">\n           <div class=\"nsw-m-card-bottom-content__media d-flex\">\n                        <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/15-400x230-1.jpg\" alt=\"\" \/>\n        <\/div>\n                <\/div>\n                <div class=\"nsw-m-card-bottom-content__content  h-100 d-flex flex-column justify-content-between \">\n                            <div class=\"nsw-m-card-bottom-content__content__title\">\n                Pawe\u0142 Czapiewski \n            <\/div>\n                            <div class=\"nsw-m-card-bottom-content__content__subtitle u-color-nswc-grey-1000\">\n                Subject Matter Expert \n            <\/div>\n                <div class=\"nsw-m-card-bottom-content__content__desc js-showMoreByHeight__container -small\">\n            He is a software development consultant in the areas of ML, AI, Python, C, C++, and C#. Currently, he serves as a quality manager in projects related to embedded safety-critical systems at Sii. Privately interested in machine learning, he loves spending his free time sharing knowledge with others and playing string instruments. \n        <\/div>\n                            <div>\n                    <a  href=\"#\" class=\"nsw-a-button -link js-showMoreByHeight__moreBtn nsw-m-card-bottom-content__more-button u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read more<\/span>\n    <\/a>\n                    <a  href=\"#\" class=\"nsw-a-button -link js-showMoreByHeight__lessBtn nsw-m-card-bottom-content__more-button u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read less<\/span>\n    <\/a>\n                <\/div>\n                                <div class=\"nsw-m-card-bottom-content__info u-hidden-on-mobile\">\n                                                    <span class=\"nsw-m-card-bottom-content__position\">\n                                                                            <span class=\"nsw-m-card-bottom-content__info-icon\">\n                                <a href=\"https:\/\/www.linkedin.com\/in\/pawe%C5%82-czapiewski-82745811b\/\" target=\"_blank\" rel=\"nofollow\" >\n                                                                           <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"fa-linkedin\" viewBox=\"0 0 448 512\">\n    <path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path>\n  <\/svg>\n                                <\/a>\n                            <\/span>\n                                            <\/span>\n                                \n            <\/div>\n                <div class=\"nsw-m-card-bottom-content__info d-flex flex-row align-items-center u-hidden-on-desktop\">\n                                                                <span class=\"nsw-m-card-bottom-content__info-icon d-flex flex-row align-items-center\">\n                        <a href=\"https:\/\/www.linkedin.com\/in\/pawe%C5%82-czapiewski-82745811b\/\" target=\"_blank\" rel=\"nofollow\" >\n                                                            <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"fa-linkedin\" viewBox=\"0 0 448 512\">\n    <path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path>\n  <\/svg>\n                        <\/a>\n                    <\/span>\n                                    <\/div>\n                            <\/div>\n    <\/div>            <\/div>\n                    <div class=\"nsw-o-slider__slide\">\n                                <div class=\"nsw-m-card-bottom-content -transparent -worker-info -default d-flex flex-column js-showMoreByHeight\" data-loop-id=\"1\" data-height-breakpoint=\"50\" data-max-text-rows=\"4\">\n         <div class=\"d-block nsw-m-card-bottom-content__link\">\n           <div class=\"nsw-m-card-bottom-content__media d-flex\">\n                        <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2025\/06\/26-1.jpg\" alt=\"\" \/>\n        <\/div>\n                <\/div>\n                <div class=\"nsw-m-card-bottom-content__content  h-100 d-flex flex-column justify-content-between \">\n                            <div class=\"nsw-m-card-bottom-content__content__title\">\n                Marek Natunewicz\n            <\/div>\n                            <div class=\"nsw-m-card-bottom-content__content__subtitle u-color-nswc-grey-1000\">\n                Solution Architect\n            <\/div>\n                <div class=\"nsw-m-card-bottom-content__content__desc js-showMoreByHeight__container -small\">\n            For more than 14 years, he has been specializing in low-level programming on ARM microcontrollers and DSPs using RTOS systems. He has developed software for office and home automation, fire protection systems and portable measuring instruments. His initial experience was gained on 8-bit and 32-bit microcontrollers and developing bare metal solutions in C. He has been working at Sii since 2021, starting as a Senior Software Engineer, and currently serves as a Solutions Architect. He conducts trainings, speaks at meetups and webinars, and writes technical articles. \n        <\/div>\n                            <div>\n                    <a  href=\"#\" class=\"nsw-a-button -link js-showMoreByHeight__moreBtn nsw-m-card-bottom-content__more-button u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read more<\/span>\n    <\/a>\n                    <a  href=\"#\" class=\"nsw-a-button -link js-showMoreByHeight__lessBtn nsw-m-card-bottom-content__more-button u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read less<\/span>\n    <\/a>\n                <\/div>\n                                <div class=\"nsw-m-card-bottom-content__info u-hidden-on-mobile\">\n                                                    <span class=\"nsw-m-card-bottom-content__position\">\n                                                                            <span class=\"nsw-m-card-bottom-content__info-icon\">\n                                <a href=\"https:\/\/www.linkedin.com\/in\/marek-natunewicz-97aa9433\/\" target=\"_blank\" rel=\"nofollow\" >\n                                                                           <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"fa-linkedin\" viewBox=\"0 0 448 512\">\n    <path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path>\n  <\/svg>\n                                <\/a>\n                            <\/span>\n                                            <\/span>\n                                \n            <\/div>\n                <div class=\"nsw-m-card-bottom-content__info d-flex flex-row align-items-center u-hidden-on-desktop\">\n                                                                <span class=\"nsw-m-card-bottom-content__info-icon d-flex flex-row align-items-center\">\n                        <a href=\"https:\/\/www.linkedin.com\/in\/marek-natunewicz-97aa9433\/\" target=\"_blank\" rel=\"nofollow\" >\n                                                            <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"fa-linkedin\" viewBox=\"0 0 448 512\">\n    <path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path>\n  <\/svg>\n                        <\/a>\n                    <\/span>\n                                    <\/div>\n                            <\/div>\n    <\/div>            <\/div>\n                    <div class=\"nsw-o-slider__slide\">\n                                <div class=\"nsw-m-card-bottom-content -transparent -worker-info -default d-flex flex-column js-showMoreByHeight\" data-loop-id=\"2\" data-height-breakpoint=\"50\" data-max-text-rows=\"4\">\n         <div class=\"d-block nsw-m-card-bottom-content__link\">\n           <div class=\"nsw-m-card-bottom-content__media d-flex\">\n                        <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/13.jpg\" alt=\"\" \/>\n        <\/div>\n                <\/div>\n                <div class=\"nsw-m-card-bottom-content__content  h-100 d-flex flex-column justify-content-between \">\n                            <div class=\"nsw-m-card-bottom-content__content__title\">\n                Pawe\u0142 Kochanowski \n            <\/div>\n                            <div class=\"nsw-m-card-bottom-content__content__subtitle u-color-nswc-grey-1000\">\n                Solution Architect\n            <\/div>\n                <div class=\"nsw-m-card-bottom-content__content__desc js-showMoreByHeight__container -small\">\n            Began his career over 15 years ago, working on diagnostic systems and railway traffic control. Specializes in cybersecurity for embedded devices but has also worked in smart homes, network systems, and presenting new technologies at trade fairs for clients. As a Solution Architect, he participates in technical meetings, supports project preparation, and conducts training sessions, tech talks, and webinars. In his free time, he travels with his family and practices photography. \n        <\/div>\n                            <div>\n                    <a  href=\"#\" class=\"nsw-a-button -link js-showMoreByHeight__moreBtn nsw-m-card-bottom-content__more-button u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read more<\/span>\n    <\/a>\n                    <a  href=\"#\" class=\"nsw-a-button -link js-showMoreByHeight__lessBtn nsw-m-card-bottom-content__more-button u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read less<\/span>\n    <\/a>\n                <\/div>\n                                <div class=\"nsw-m-card-bottom-content__info u-hidden-on-mobile\">\n                                                    <span class=\"nsw-m-card-bottom-content__position\">\n                                                                            <span class=\"nsw-m-card-bottom-content__info-icon\">\n                                <a href=\"https:\/\/www.linkedin.com\/in\/pawe%C5%82-kochanowski-a4354527\/\" target=\"_blank\" rel=\"nofollow\" >\n                                                                           <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"fa-linkedin\" viewBox=\"0 0 448 512\">\n    <path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path>\n  <\/svg>\n                                <\/a>\n                            <\/span>\n                                            <\/span>\n                                \n            <\/div>\n                <div class=\"nsw-m-card-bottom-content__info d-flex flex-row align-items-center u-hidden-on-desktop\">\n                                                                <span class=\"nsw-m-card-bottom-content__info-icon d-flex flex-row align-items-center\">\n                        <a href=\"https:\/\/www.linkedin.com\/in\/pawe%C5%82-kochanowski-a4354527\/\" target=\"_blank\" rel=\"nofollow\" >\n                                                            <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"fa-linkedin\" viewBox=\"0 0 448 512\">\n    <path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path>\n  <\/svg>\n                        <\/a>\n                    <\/span>\n                                    <\/div>\n                            <\/div>\n    <\/div>            <\/div>\n                    <div class=\"nsw-o-slider__slide\">\n                                <div class=\"nsw-m-card-bottom-content -transparent -worker-info -default d-flex flex-column js-showMoreByHeight\" data-loop-id=\"3\" data-height-breakpoint=\"50\" data-max-text-rows=\"4\">\n         <div class=\"d-block nsw-m-card-bottom-content__link\">\n           <div class=\"nsw-m-card-bottom-content__media d-flex\">\n                        <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/07\/1-2.jpg\" alt=\"\" \/>\n        <\/div>\n                <\/div>\n                <div class=\"nsw-m-card-bottom-content__content  h-100 d-flex flex-column justify-content-between \">\n                            <div class=\"nsw-m-card-bottom-content__content__title\">\n                Kamil Zorychta\n            <\/div>\n                            <div class=\"nsw-m-card-bottom-content__content__subtitle u-color-nswc-grey-1000\">\n                Solution Architect\n            <\/div>\n                <div class=\"nsw-m-card-bottom-content__content__desc js-showMoreByHeight__container -small\">\n            Responsible for designing and developing architectures that meet client needs, mainly bare-metal and RTOS solutions. In his free time, he works in electronics and follows the latest technology trends. \n        <\/div>\n                            <div>\n                    <a  href=\"#\" class=\"nsw-a-button -link js-showMoreByHeight__moreBtn nsw-m-card-bottom-content__more-button u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read more<\/span>\n    <\/a>\n                    <a  href=\"#\" class=\"nsw-a-button -link js-showMoreByHeight__lessBtn nsw-m-card-bottom-content__more-button u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read less<\/span>\n    <\/a>\n                <\/div>\n                                <div class=\"nsw-m-card-bottom-content__info u-hidden-on-mobile\">\n                                                    <span class=\"nsw-m-card-bottom-content__position\">\n                                                                            <span class=\"nsw-m-card-bottom-content__info-icon\">\n                                <a href=\"https:\/\/www.linkedin.com\/in\/kamil-zorychta-1943b312b\/\" target=\"_blank\" rel=\"nofollow\" >\n                                                                           <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"fa-linkedin\" viewBox=\"0 0 448 512\">\n    <path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path>\n  <\/svg>\n                                <\/a>\n                            <\/span>\n                                            <\/span>\n                                \n            <\/div>\n                <div class=\"nsw-m-card-bottom-content__info d-flex flex-row align-items-center u-hidden-on-desktop\">\n                                                                <span class=\"nsw-m-card-bottom-content__info-icon d-flex flex-row align-items-center\">\n                        <a href=\"https:\/\/www.linkedin.com\/in\/kamil-zorychta-1943b312b\/\" target=\"_blank\" rel=\"nofollow\" >\n                                                            <svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"fa-linkedin\" viewBox=\"0 0 448 512\">\n    <path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path>\n  <\/svg>\n                        <\/a>\n                    <\/span>\n                                    <\/div>\n                            <\/div>\n    <\/div>            <\/div>\n            <\/div>\n    <div class=\"nsw-o-slider__dots js-slider-custom-dots-append-container\">\n                    <div class=\"nsw-o-slider__btn-container\">\n                <a  href=\"https:\/\/www.youtube.com\/playlist?list=PLQXpRIbR-9fu_Dpv8IB1fCwhlQUKn4RR-\" class=\"nsw-a-button -ghost -blue nsw-o-slider__more-button\" target=_blank   rel=\"nofollow\" >\n        <span>Get to know our experts<\/span>\n    <\/a>\n            <\/div>\n            <\/div>\n<\/div><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  section-f9173696-d3c8-4573-b16f-ad22455d7db5\" id=\"\"><style type=\"text\/css\">.section-f9173696-d3c8-4573-b16f-ad22455d7db5 { padding-top:40px;padding-bottom:80px; 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Testing GitHub Copilot and KiCad\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Can AI Support Electronics Design? Testing GitHub Copilot and KiCad<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/can-ai-support-electronics-design-testing-github-copilot-and-kicad\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                         \n                                                                                     \n                                                        <div class=\"nsw-o-insight-grid__card\">\n    <picture>\n                <source media=\"(max-width:992px)\" srcset=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/04\/1920x740_cover-www_vision_zero-1024x395.jpg\">\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/04\/1920x740_cover-www_vision_zero-370x290.jpg\" alt=\"Driving toward Vision Zero: Automotive software innovations\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Driving toward Vision Zero: Automotive software innovations<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/driving-toward-vision-zero-automotive-software-innovations\/\" 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    <picture>\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2026\/05\/idea.jpg\" alt=\"Building an RTK Rover: Web-controlled precision navigation\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Building an RTK Rover: Web-controlled precision navigation<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/building-an-rtk-rover-web-controlled-precision-navigation\/\" 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    <picture>\n                <source media=\"(max-width:992px)\" srcset=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/02\/1920x740_cover_pressroom-1024x395.png\">\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/02\/1920x740_cover_pressroom-370x290.png\" alt=\"Sii becomes Vector Certified Embedded Engineering Partner\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Sii becomes Vector Certified Embedded Engineering Partner<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/sii-becomes-vector-certified-embedded-engineering-partner\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                         \n                                                                                     \n                                                        <div class=\"nsw-o-insight-grid__card\">\n    <picture>\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2025\/05\/Cybersecurity_1.jpg\" alt=\"Threat modeling for cybersecurity in embedded systems\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Threat modeling for cybersecurity in embedded systems<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/threat-modeling-for-cybersecurity-in-embedded-systems\/\" class=\"u-color-invert \">Read more<\/a>\n     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development lifecycle\u00a0<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/devsecops-in-practice-integrating-security-throughout-the-development-lifecycle\/\" 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    <picture>\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2024\/12\/Idea.jpg\" alt=\"How to translate legal regulations on IoT device security into concrete technical solutions\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">How to translate legal regulations on IoT device security into concrete technical solutions<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/how-to-translate-legal-regulations-on-iot-device-security-into-concrete-technical-solutions\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                         \n                                                                                     \n                                                        <div class=\"nsw-o-insight-grid__card\">\n    <picture>\n                <source media=\"(max-width:992px)\" srcset=\"https:\/\/sii.pl\/wp-content\/uploads\/2025\/09\/1920x740_HiTech-na-Tajwanie-1024x395.jpg\">\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2025\/09\/1920x740_HiTech-na-Tajwanie-370x290.jpg\" alt=\"Bridging continents through innovation: Poland\u2013Taiwan collaboration\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Bridging continents through innovation: 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and the DevSecOps Approach\" \/>\n    <\/picture>\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    <picture>\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2026\/06\/AI_1-2026.jpg\" alt=\"Can AI Support Electronics Design? 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href=\"https:\/\/sii.pl\/en\/news-feed\/sii-becomes-vector-certified-embedded-engineering-partner\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <picture>\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2025\/05\/Cybersecurity_1.jpg\" alt=\"Threat modeling for cybersecurity in embedded systems\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Threat modeling for cybersecurity in embedded systems<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/threat-modeling-for-cybersecurity-in-embedded-systems\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <picture>\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2026\/01\/1920x700_cover-www-worker-v2-1024x448.png\" alt=\"DevSecOps\u00a0in practice: Integrating security throughout the development lifecycle\u00a0\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">DevSecOps\u00a0in practice: Integrating security throughout the development lifecycle\u00a0<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/devsecops-in-practice-integrating-security-throughout-the-development-lifecycle\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <picture>\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/blog\/wp-content\/uploads\/2024\/12\/Idea.jpg\" alt=\"How to translate legal regulations on IoT device security into concrete technical solutions\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">How to translate legal regulations on IoT device security into concrete technical solutions<\/h3>\n          <a href=\"https:\/\/sii.pl\/blog\/en\/how-to-translate-legal-regulations-on-iot-device-security-into-concrete-technical-solutions\/\" class=\"u-color-invert \">Read more<\/a>\n     <\/div>\n<\/div>\n                                    <div class=\"nsw-o-insight-grid__card\">\n    <picture>\n                <img decoding=\"async\" src=\"https:\/\/sii.pl\/wp-content\/uploads\/2025\/09\/1920x740_HiTech-na-Tajwanie-1024x395.jpg\" alt=\"Bridging continents through innovation: Poland\u2013Taiwan collaboration\" \/>\n    <\/picture>\n     <div class=\"desc\">\n          <h3  class=\"u-color-invert\">Bridging continents through innovation: Poland\u2013Taiwan collaboration<\/h3>\n          <a href=\"https:\/\/sii.pl\/en\/news-feed\/bridging-continents-through-innovation-polandtaiwan-collaboration\/\" 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-10b98900-60f9-4090-ad97-73ea72dc38c4\" id=\"\"><style type=\"text\/css\">.section-10b98900-60f9-4090-ad97-73ea72dc38c4 { padding-top:40px;padding-bottom:80px;background:#F5F9FE; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-10b98900-60f9-4090-ad97-73ea72dc38c4 { padding-top:23px;padding-bottom:32px; } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-f3aba0b9-df5b-4a05-a37f-059fad8e871d .nsw-m-title-block__title, .header-f3aba0b9-df5b-4a05-a37f-059fad8e871d .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-f3aba0b9-df5b-4a05-a37f-059fad8e871d .nsw-m-title-block__title, .header-f3aba0b9-df5b-4a05-a37f-059fad8e871d .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-f3aba0b9-df5b-4a05-a37f-059fad8e871d -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 our FAQ<\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container container container-e26844cb-b42e-42e1-9fcf-53340ea906d1\"><style type=\"text\/css\">.container-e26844cb-b42e-42e1-9fcf-53340ea906d1 { margin-top:40px; }\n                         @media screen and (max-width: 991px) { .container-e26844cb-b42e-42e1-9fcf-53340ea906d1 { margin-top:20px; } }<\/style><script type=\"application\/ld+json\">\n        {\n          \"@context\": \"https:\/\/schema.org\",\n          \"@type\": \"FAQPage\",\n          \"mainEntity\": [\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"What is Edge AI? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Edge AI is an approach in which artificial intelligence models run directly on edge devices instead of processing data in the cloud. This means that data analysis, inference, and decision-making happen locally, where data is created. Sii designs and deploys these Edge AI systems for embedded devices, IoT devices, cameras, sensors, and industrial platforms.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"How is Edge AI different from edge computing? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\\n\\n\\nEdge computing means processing data closer to its source, such as on a device, gateway, or edge server. Edge AI extends this approach with AI models, machine learning, deep learning, and artificial intelligence algorithms that allow the system to analyze data locally and respond in real time. In practice, Edge AI combines edge computing and artificial intelligence to reduce latency, data transfer to the cloud, and dependency on continuous internet connectivity.\\n\\n\\n\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"When should you deploy Edge AI instead of cloud-based AI processing? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Edge AI is worth deploying when a system needs to operate in real time, devices work with limited connectivity, and sensitive data should not leave the device. It is also a strong choice when privacy, low power consumption, quality control, or low-latency monitoring are critical. Sii helps assess whether AI at the edge, a cloud-based solution, or a hybrid architecture will be the best fit.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"What data can be processed with Edge AI? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Edge AI can process data from cameras, microphones, sensors, IoT devices, industrial systems, wearable devices, and other edge devices. This may include image, measurement, diagnostic, environmental, or operational data. Sii supports data preparation, normalization, and optimization so that the AI model can run directly on the device and deliver results in real time.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"Does Edge AI improve data privacy?\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Yes. Edge AI helps reduce data transfer to the cloud because data is processed locally, directly on the device. This allows sensitive information to stay closer to its source, supporting privacy, security, and compliance with data protection requirements. Sii experts design Edge AI architectures that take the client\u2019s technical, operational, and regulatory requirements into account.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"What edge devices can support AI models? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"AI models can run on many types of edge devices, from low-power microcontrollers, bare-metal systems, and RTOS to high-performance platforms based on Embedded Linux. In Edge AI projects, Sii works with technologies such as TensorFlow, ONNX, STM32Cube.AI, Edge Impulse, TensorFlow Lite, CMSIS-NN, eIQ, e-AI Translator, MATLAB, and Simulink.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"Does Edge AI work well in industrial use cases? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Yes. Edge AI works well in industrial environments where fast system response, reliability, and local decision-making are critical. Typical AI use cases include computer vision, smart cameras, quality control, predictive maintenance, machine monitoring, and sensor data analysis. Sii selects AI models, architecture, and hardware platforms based on the device\u2019s operating conditions and production requirements.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"How does Sii deploy Edge AI solutions? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Sii supports the entire Edge AI project lifecycle, from data collection and preparation, through system architecture design, AI model creation and training, to compression, optimization, embedded system integration, and deployment of on-device model inference. After the solution is launched, Sii can support monitoring, tuning, and further optimization in the production environment.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"Is Edge AI only suitable for new products? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"No. Edge AI can be deployed both in new products and existing devices, provided their architecture, processor, memory, and power consumption allow the AI model to run locally. Sii analyzes hardware constraints, available data, system requirements, and target use cases to determine whether AI can be built into the current product or whether the platform needs to be modernized.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"What business benefits does Edge AI deliver? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Edge AI helps reduce system response times, limit cloud dependency, lower network bandwidth usage, and enhance data privacy. For companies developing intelligent devices, this means greater control over product performance, offline operation, and the ability to scale AI across large fleets of Edge AI devices. Sii helps turn Edge AI technology into stable, production-ready solutions tailored to specific devices, data, and operating conditions.\\n\"\n        }\n      },\n                    {\n              \"@type\": \"Question\",\n              \"name\": \"Does Sii offer support beyond Edge AI deployment itself? \",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Yes. Sii can support the project beyond AI models on edge devices alone. Our teams also deliver work related to embedded software development, embedded cybersecurity and compliance, testing and requirements traceability, as well as hardware design and prototyping. This allows the client to develop Edge AI as part of a complete embedded ecosystem \u2013 from hardware to software, security, testing, and production deployment.\\n\"\n        }\n      }\n                ]\n      }\n    <\/script>\n\n<div class=\"nsw-o-content-accordion js-accordion js-oneOpen js-noScroll  js-show-more-opacity-container nsw-o-content-accordion--read-more \">\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 Edge AI? \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 AI is an approach in which artificial intelligence models run directly on edge devices instead of processing data in the cloud. This means that data analysis, inference, and decision-making happen locally, where data is created. Sii designs and deploys these Edge AI systems for embedded devices, IoT devices, cameras, sensors, and industrial platforms.<\/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 is Edge AI different from edge computing? \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                        <div class=\"flex-shrink-0 flex flex-col relative items-end\">\n<div class=\"pt-0\">\n<div class=\"gizmo-bot-avatar flex h-8 w-8 items-center justify-center overflow-hidden rounded-full\">\n<div class=\"relative p-1 rounded-sm flex items-center justify-center bg-token-main-surface-primary text-token-text-primary h-8 w-8\">Edge computing means processing data closer to its source, such as on a device, gateway, or edge server. Edge AI extends this approach with AI models, machine learning, deep learning, and artificial intelligence algorithms that allow the system to analyze data locally and respond in real time. In practice, Edge AI combines edge computing and artificial intelligence to reduce latency, data transfer to the cloud, and dependency on continuous internet connectivity.<\/div>\n<\/div>\n<\/div>\n<\/div>\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                        When should you deploy Edge AI instead of cloud-based AI processing? \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 AI is worth deploying when a system needs to operate in real time, devices work with limited connectivity, and sensitive data should not leave the device. It is also a strong choice when privacy, low power consumption, quality control, or low-latency monitoring are critical. Sii helps assess whether AI at the edge, a cloud-based solution, or a hybrid architecture will be the best fit.<\/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\">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                        What data can be processed with Edge AI? \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 AI can process data from cameras, microphones, sensors, IoT devices, industrial systems, wearable devices, and other edge devices. This may include image, measurement, diagnostic, environmental, or operational data. Sii supports data preparation, normalization, and optimization so that the AI model can run directly on the device and deliver results in real time.<\/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                        Does Edge AI improve data privacy?\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>Yes. Edge AI helps reduce data transfer to the cloud because data is processed locally, directly on the device. This allows sensitive information to stay closer to its source, supporting privacy, security, and compliance with data protection requirements. Sii experts design Edge AI architectures that take the client\u2019s technical, operational, and regulatory requirements into account.<\/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  js-opacity-hidden\">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">6.<\/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 edge devices can support AI models? \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>AI models can run on many types of edge devices, from low-power microcontrollers, bare-metal systems, and RTOS to high-performance platforms based on Embedded Linux. In Edge AI projects, Sii works with technologies such as TensorFlow, ONNX, STM32Cube.AI, Edge Impulse, TensorFlow Lite, CMSIS-NN, eIQ, e-AI Translator, MATLAB, and Simulink.<\/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  js-opacity-hidden\">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">7.<\/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                        Does Edge AI work well in industrial use cases? \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>Yes. Edge AI works well in industrial environments where fast system response, reliability, and local decision-making are critical. Typical AI use cases include computer vision, smart cameras, quality control, predictive maintenance, machine monitoring, and sensor data analysis. Sii selects AI models, architecture, and hardware platforms based on the device\u2019s operating conditions and production requirements.<\/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  js-opacity-hidden\">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">8.<\/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 Sii deploy Edge AI solutions? \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>Sii supports the entire Edge AI project lifecycle, from data collection and preparation, through system architecture design, AI model creation and training, to compression, optimization, embedded system integration, and deployment of on-device model inference. After the solution is launched, Sii can support monitoring, tuning, and further optimization in the production environment.<\/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  js-opacity-hidden\">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">9.<\/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                        Is Edge AI only suitable for new products? \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>No. Edge AI can be deployed both in new products and existing devices, provided their architecture, processor, memory, and power consumption allow the AI model to run locally. Sii analyzes hardware constraints, available data, system requirements, and target use cases to determine whether AI can be built into the current product or whether the platform needs to be modernized.<\/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  js-opacity-hidden\">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">10.<\/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 business benefits does Edge AI deliver? \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 AI helps reduce system response times, limit cloud dependency, lower network bandwidth usage, and enhance data privacy. For companies developing intelligent devices, this means greater control over product performance, offline operation, and the ability to scale AI across large fleets of Edge AI devices. Sii helps turn Edge AI technology into stable, production-ready solutions tailored to specific devices, data, and operating conditions.<\/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  js-opacity-hidden\">\n            <div class=\"nsw-o-content-accordion__header js-accordion-header d-flex\">\n                <span class=\"nsw-o-content-accordion__counter\">11.<\/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                        Does Sii offer support beyond Edge AI deployment itself? \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>Yes. Sii can support the project beyond AI models on edge devices alone. Our teams also deliver work related to embedded software development, embedded cybersecurity and compliance, testing and requirements traceability, as well as hardware design and prototyping. This allows the client to develop Edge AI as part of a complete embedded ecosystem \u2013 from hardware to software, security, testing, and production deployment.<\/p>\n\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n                <a  href=\"#\" class=\"nsw-a-button -link js-more-btn nsw-o-content-accordion__read-more\" target=_blank   rel=\"nofollow\" >\n        <span>Read more<\/span>\n    <\/a>\n        <a  href=\"#\" class=\"nsw-a-button -link js-less-btn nsw-o-content-accordion__read-more u-hidden\" target=_blank   rel=\"nofollow\" >\n        <span>Read less<\/span>\n    <\/a>\n    <\/div><\/div><\/section><section class=\"wp-block-nsw-block-section nsw-section  js-mobile-trigger-button_1 section-712950cc-4f04-4b8a-936f-2e1fc8c072d8\" id=\"nswOfferFormBlock\"><style type=\"text\/css\">.section-712950cc-4f04-4b8a-936f-2e1fc8c072d8 { padding-top:40px;padding-bottom:120px; }\n     \t\t\t\t\t @media screen and (max-width: 991px) { .section-712950cc-4f04-4b8a-936f-2e1fc8c072d8 { padding-top:24px;padding-bottom:0px; } }<\/style><div class=\"wp-block-sii-nsw-header container\"><style type=\"text\/css\">.header-f8b0afe7-a1a9-4c44-8541-6d95692fec68 .nsw-m-title-block__title, .header-f8b0afe7-a1a9-4c44-8541-6d95692fec68 .nsw-m-title-block__subtitle {  }\n                         @media screen and (max-width: 991px) { .header-f8b0afe7-a1a9-4c44-8541-6d95692fec68 .nsw-m-title-block__title, .header-f8b0afe7-a1a9-4c44-8541-6d95692fec68 .nsw-m-title-block__subtitle {  } }<\/style><header class=\"nsw-header nsw-m-title-block  header-f8b0afe7-a1a9-4c44-8541-6d95692fec68 -h2 -p1 -at0\"><span class=\"nsw-m-title-block__above-title \"><\/span><h2 class=\"nsw-m-title-block__title \">GET IN TOUCH<\/h2><p class=\"nsw-m-title-block__subtitle \">Let\u2019s start the conversation today\u00a0<\/p><\/header><\/div>\n\n<div class=\"wp-block-sii-nsw-container container container-000e76ba-a3e1-41b6-9fe3-58684f35c579\"><style type=\"text\/css\">.container-000e76ba-a3e1-41b6-9fe3-58684f35c579 { margin-top:50px; }\n                         @media screen and (max-width: 991px) { .container-000e76ba-a3e1-41b6-9fe3-58684f35c579 { margin-top:0px; } }<\/style><div class=\"nsw-o-offer-contact-form\" id=\"nsw-o-offer-contact-form\">\n\n    <form id=\"nswOfferFormBlock\" name=\"form_expert_contact\" action=\"\" method=\"POST\" class=\"js-form js-form-scrollMobile\" onsubmit=\"event.preventDefault()\" novalidate>\n        <div class=\"row d-flex flex-column-reverse flex-lg-row js-form-initial\">\n            <div class=\"col-lg-10\">\n                <div class=\"nsw-o-offer-contact-form__form  d-flex flex-wrap \">\n                    <div class=\"js-hidden-inputs\"><input type=\"hidden\" name=\"correlation_id\" id=\"correlation_id\" value=\"\"><input type=\"hidden\" name=\"language_site\" id=\"language_site\" value=\"en\"><input type=\"hidden\" name=\"msd365mkttr\" id=\"msd365mkttr\" value=\"\"><input type=\"hidden\" name=\"msd365mkttrs\" id=\"msd365mkttrs\" value=\"\"><input type=\"hidden\" name=\"cd_visitorkey\" id=\"cd_visitorkey\" value=\"\"><input type=\"hidden\" name=\"additional_info\" id=\"additional_info\" value=\"{\"page_url\":\"https:\\\/\\\/sii.pl\\\/en\\\/wp-json\\\/wp\\\/v2\\\/offering-page\\\/145148\",\"expert_name\":\"Monika Jaworowska\",\"expert_position\":\"Embedded Competency Center Director\",\"expert_image\":\"https:\\\/\\\/sii.pl\\\/wp-content\\\/uploads\\\/2024\\\/08\\\/IMG_7034-2_Easy-Resize-com_-2.jpg\",\"category_contact\":\"907000002\",\"industry_expert\":\"907000012\"}\"><input type=\"hidden\" name=\"page_url\" id=\"page_url\" value=\"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offering-page\/145148\"><input type=\"hidden\" name=\"expert_name\" id=\"expert_name\" value=\"Monika Jaworowska\"><input type=\"hidden\" name=\"expert_position\" id=\"expert_position\" value=\"Embedded Competency Center Director\"><input type=\"hidden\" name=\"expert_image\" id=\"expert_image\" value=\"https:\/\/sii.pl\/wp-content\/uploads\/2024\/08\/IMG_7034-2_Easy-Resize-com_-2.jpg\"><input type=\"hidden\" name=\"category_contact\" id=\"category_contact\" value=\"907000002\"><input type=\"hidden\" name=\"industry_expert\" id=\"industry_expert\" value=\"907000012\"><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            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=\"surname\"\n            id=\"surname\"\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\">Surname 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                        <div class=\"frow\">\n                            <label class=\"nsw-m-input-line  \" for=\"email\">\n    <span class=\"nsw-m-input-line__label d-block\">\n        E-mail<span class=\"nsw-m-input-line__required\">*<\/span>\n            <\/span>\n        <input \n            type=email\n            data-allowed-chars=\"\"\n            class=\"input-text required js-mail-auto-complete\"\n            name=\"email\"\n            id=\"email\"\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\">E-mail address is required<\/span>\n        <span class=\"nsw-m-input-line__error js-format-error u-hidden\">Please enter a valid email address<\/span>\n    \n<\/label>\n                        <\/div>\n                        <label class=\"nsw-m-input-line  frow\" for=\"phone\">\n    <span class=\"nsw-m-input-line__label d-block\">\n        Phone number    <\/span>\n        <input \n            type=tel\n            data-allowed-chars=\"\"\n            class=\"input-text  \"\n            name=\"phone\"\n            id=\"phone\"\n            value=\"\"\n                                                    maxlength=\"14\"\n                >\n    <span class=\"nsw-m-input-line__helper-text\"><\/span>\n        <span class=\"nsw-m-input-line__error js-format-error u-hidden\">Please enter a valid phone number<\/span>\n    \n<\/label>\n                    <\/div>\n                    <div class=\"box\">\n                                                <p class=\"nsw-m-drag-and-drop__lab\">Your file<\/p>\n\n<div class=\"nsw-m-drag-and-drop d-flex flex-column justify-content-center align-items-center nsw-o-offer-contact-form__file-upload js-drag-and-drop mt-3 js-input-container\">\n            <input type=\"file\" class=\" u-hidden\"  name=\"upload_file\"     id=\"form_upload_file\"  class=\"nsw-m-drag-and-drop__input\"  value=\"\" 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        <g id=\"Career-&gt;-Job-offers-&gt;-New_engineer-ONEATTACHMENT\" transform=\"translate(-1201.000000, -2773.000000)\" fill=\"#0E6EE0\" fill-rule=\"nonzero\">\n            <path d=\"M1209.9375,2784.4375 L1209.9375,2775.96094 L1209.82812,2775.79688 L1207.20312,2773.17188 L1207.03906,2773.0625 L1201.1875,2773.0625 L1201.1875,2784.4375 L1209.9375,2784.4375 Z M1209.0625,2783.5625 L1202.0625,2783.5625 L1202.0625,2773.9375 L1206.4375,2773.9375 L1206.4375,2776.5625 L1209.0625,2776.5625 L1209.0625,2783.5625 Z M1208.43359,2775.6875 L1207.3125,2775.6875 L1207.3125,2774.56641 L1208.43359,2775.6875 Z M1207.75,2778.3125 L1207.75,2777.4375 L1203.375,2777.4375 L1203.375,2778.3125 L1207.75,2778.3125 Z M1207.75,2780.0625 L1207.75,2779.1875 L1203.375,2779.1875 L1203.375,2780.0625 L1207.75,2780.0625 Z M1207.75,2781.8125 L1207.75,2780.9375 L1203.375,2780.9375 L1203.375,2781.8125 L1207.75,2781.8125 Z\" id=\"file_icon\"><\/path>\n        <\/g>\n    <\/g>\n<\/svg>\n                <p class=\"js-uploaded-file-name\"><\/p>\n                <a href=\"#\" class=\"remove-file js-remove-file-from-dropdown\" rel=\"nofollow\" >\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 32 32\"><path d=\"M 15 4 C 14.476563 4 13.941406 4.183594 13.5625 4.5625 C 13.183594 4.941406 13 5.476563 13 6 L 13 7 L 7 7 L 7 9 L 8 9 L 8 25 C 8 26.644531 9.355469 28 11 28 L 23 28 C 24.644531 28 26 26.644531 26 25 L 26 9 L 27 9 L 27 7 L 21 7 L 21 6 C 21 5.476563 20.816406 4.941406 20.4375 4.5625 C 20.058594 4.183594 19.523438 4 19 4 Z M 15 6 L 19 6 L 19 7 L 15 7 Z M 10 9 L 24 9 L 24 25 C 24 25.554688 23.554688 26 23 26 L 11 26 C 10.445313 26 10 25.554688 10 25 Z M 12 12 L 12 23 L 14 23 L 14 12 Z M 16 12 L 16 23 L 18 23 L 18 12 Z M 20 12 L 20 23 L 22 23 L 22 12 Z\"\/><\/svg>\n                <\/a>\n            <\/li>\n        <\/ul>\n    <\/div>\n    <div class=\"nsw-m-drag-and-drop__logo d-flex w-80 justify-content-center justify-content-lg-center\">\n            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      Drag &amp; drop file\n    <\/span>\n<\/span>\n                <span class=\"nsw-a-icon-label-simple d-flex js-choose-file -primary u-hidden-on-mobile\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"15.348\" height=\"12\" viewBox=\"0 0 15.348 12\">\n  <path id=\"XMLID_52_\" d=\"M52.027,73.267a1.512,1.512,0,0,0-1.229-.623h-.371v-1A1.525,1.525,0,0,0,48.9,70.122H44.444a.977.977,0,0,1-.683-.28l-.7-.7a1.51,1.51,0,0,0-1.075-.445H38.5a1.525,1.525,0,0,0-1.524,1.527v8.886A1.542,1.542,0,0,0,38.521,80.7H49.235a1.525,1.525,0,0,0,1.457-1.072l1.566-5.005A1.515,1.515,0,0,0,52.027,73.267Zm-14.49-3.04a.968.968,0,0,1,.963-.967h3.485a.983.983,0,0,1,.683.28l.7.7a1.51,1.51,0,0,0,1.075.445H48.9a.968.968,0,0,1,.967.963v1H40.062A1.526,1.526,0,0,0,38.6,73.712l-1.072,3.419v-6.9Zm14.182,4.231-1.566,5.005a.958.958,0,0,1-.921.676H38.517a.982.982,0,0,1-.939-1.275l1.559-4.984a.958.958,0,0,1,.921-.676H50.794a.954.954,0,0,1,.778.392A.94.94,0,0,1,51.719,74.458Z\" transform=\"translate(-36.979 -68.7)\" \/>\n<\/svg>\n\n\n    <span class=\"nsw-a-icon-label-simple__label\">\n        Local drive\n    <\/span>\n<\/span>\n                    <span class=\"nsw-a-icon-label-simple d-flex js-choose-file -primary u-hidden-on-desktop\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"15.348\" height=\"12\" viewBox=\"0 0 15.348 12\">\n  <path id=\"XMLID_52_\" d=\"M52.027,73.267a1.512,1.512,0,0,0-1.229-.623h-.371v-1A1.525,1.525,0,0,0,48.9,70.122H44.444a.977.977,0,0,1-.683-.28l-.7-.7a1.51,1.51,0,0,0-1.075-.445H38.5a1.525,1.525,0,0,0-1.524,1.527v8.886A1.542,1.542,0,0,0,38.521,80.7H49.235a1.525,1.525,0,0,0,1.457-1.072l1.566-5.005A1.515,1.515,0,0,0,52.027,73.267Zm-14.49-3.04a.968.968,0,0,1,.963-.967h3.485a.983.983,0,0,1,.683.28l.7.7a1.51,1.51,0,0,0,1.075.445H48.9a.968.968,0,0,1,.967.963v1H40.062A1.526,1.526,0,0,0,38.6,73.712l-1.072,3.419v-6.9Zm14.182,4.231-1.566,5.005a.958.958,0,0,1-.921.676H38.517a.982.982,0,0,1-.939-1.275l1.559-4.984a.958.958,0,0,1,.921-.676H50.794a.954.954,0,0,1,.778.392A.94.94,0,0,1,51.719,74.458Z\" transform=\"translate(-36.979 -68.7)\" \/>\n<\/svg>\n\n\n    <span class=\"nsw-a-icon-label-simple__label\">\n        Choose from your files\n    <\/span>\n<\/span>\n            <\/div>\n    <div class=\"nsw-m-drag-and-drop__title\">\n        Acceptable files: doc, docx, pdf. 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             <h2 class=\"nsw-o-offer-contact-form__name u-color-nswc-grey-1000 u-margin-positive-15\">Monika Jaworowska<\/h2>\n                                                        <p class=\"nsw-o-offer-contact-form__position u-color-nswc-primary u-margin-positive-4\">Embedded Competency Center Director<\/p>\n                            <\/div>\n        <\/div>\n        <div class=\"nsw-o-offer-contact-form__success js-form-success u-hidden\">\n            <h2 class=\"nsw-o-offer-contact-form__success-title has-nsw-h-3-font-size u-color-nswc-grey-1000\">\n                <svg width=\"26\" height=\"26\" viewBox=\"0 0 26 26\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<path d=\"M23.5998 2.45618C23.3869 2.2419 23.1183 2.09155 22.8243 2.02219C22.5304 1.95283 22.2228 1.96724 21.9367 2.06378L3.50664 8.20709C3.17903 8.3162 2.8947 8.52684 2.69489 8.80845C2.49507 9.09007 2.39017 9.42801 2.39539 9.77327C2.4006 10.1185 2.51567 10.4532 2.7239 10.7286C2.93214 11.004 3.2227 11.206 3.55346 11.3052L11.7479 13.7637C11.8767 13.8021 11.9939 13.872 12.089 13.967C12.184 14.062 12.2538 14.1792 12.2922 14.308L14.7504 22.5021C14.8486 22.8333 15.0502 23.1244 15.3258 23.3327C15.6013 23.5411 15.9363 23.6559 16.2817 23.6602L16.3071 23.6606C16.6483 23.6613 16.981 23.5543 17.2577 23.3547C17.5344 23.1552 17.741 22.8733 17.848 22.5493L23.9917 4.11926C24.0883 3.83312 24.1028 3.52563 24.0335 3.23168C23.9642 2.93773 23.814 2.66908 23.5998 2.45618ZM16.3071 22.0355L13.849 13.8411C13.8081 13.7252 13.7585 13.6126 13.7004 13.5043L18.4772 8.72726C18.5526 8.65183 18.6125 8.56227 18.6533 8.4637C18.6941 8.36513 18.7152 8.25949 18.7152 8.1528C18.7152 8.04612 18.6941 7.94047 18.6533 7.84191C18.6125 7.74334 18.5526 7.65378 18.4772 7.57834C18.4018 7.5029 18.3122 7.44306 18.2136 7.40223C18.1151 7.36141 18.0094 7.34039 17.9027 7.34039C17.7961 7.34039 17.6904 7.36141 17.5918 7.40223C17.4933 7.44306 17.4037 7.5029 17.3283 7.57834L12.5516 12.3553C12.4433 12.2974 12.3307 12.2478 12.2148 12.207L4.02042 9.74885L22.4508 3.60509L16.3071 22.0355ZM3.03971 19.2898C2.88735 19.4421 2.68071 19.5277 2.46524 19.5277C2.24978 19.5277 2.04314 19.4421 1.89078 19.2898C1.73843 19.1374 1.65283 18.9308 1.65283 18.7153C1.65283 18.4998 1.73843 18.2932 1.89078 18.1408L5.95328 14.0783C6.10564 13.926 6.31228 13.8404 6.52774 13.8404C6.74321 13.8404 6.94985 13.926 7.10221 14.0783C7.25456 14.2307 7.34016 14.4373 7.34016 14.6528C7.34016 14.8683 7.25456 15.0749 7.10221 15.2273L3.03971 19.2898ZM11.9772 18.9533C12.0527 19.0288 12.1125 19.1183 12.1534 19.2169C12.1942 19.3155 12.2152 19.4211 12.2152 19.5278C12.2152 19.6345 12.1942 19.7402 12.1534 19.8387C12.1125 19.9373 12.0527 20.0268 11.9772 20.1023L7.91471 24.1648C7.83927 24.2402 7.74971 24.3 7.65114 24.3409C7.55257 24.3817 7.44693 24.4027 7.34024 24.4027C7.23356 24.4027 7.12791 24.3817 7.02935 24.3409C6.93078 24.3 6.84122 24.2402 6.76578 24.1648C6.69034 24.0893 6.6305 23.9998 6.58967 23.9012C6.54885 23.8026 6.52783 23.697 6.52783 23.5903C6.52783 23.4836 6.54885 23.378 6.58967 23.2794C6.6305 23.1808 6.69034 23.0913 6.76578 23.0158L10.8283 18.9533C10.9037 18.8779 10.9933 18.818 11.0918 18.7772C11.1904 18.7363 11.296 18.7153 11.4027 18.7153C11.5094 18.7153 11.6151 18.7363 11.7137 18.7772C11.8122 18.818 11.9018 18.8779 11.9772 18.9533ZM7.8909 19.258L3.85617 23.3483C3.78125 23.4243 3.6921 23.4847 3.59382 23.5262C3.49553 23.5677 3.39003 23.5895 3.28334 23.5902C3.17665 23.5909 3.07087 23.5707 2.97202 23.5305C2.87317 23.4904 2.78319 23.4311 2.70723 23.3562C2.63127 23.2813 2.57081 23.1922 2.52931 23.0939C2.4878 22.9956 2.46606 22.8901 2.46532 22.7834C2.46459 22.6767 2.48487 22.5709 2.52502 22.4721C2.56517 22.3732 2.6244 22.2832 2.69932 22.2073L6.73405 18.117C6.88552 17.9644 7.09132 17.878 7.30636 17.8769C7.52139 17.8757 7.72811 17.9599 7.88121 18.1109C8.03431 18.2619 8.1213 18.4674 8.12312 18.6824C8.12493 18.8975 8.04143 19.1045 7.8909 19.258Z\"\/>\n<\/svg>Your message was sent successfully<\/h2>\n            <p class=\"has-nsw-h-4-font-size 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<\/form>\n<\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"","protected":false},"author":136,"featured_media":0,"parent":97901,"menu_order":0,"template":"views\/nsw-blank-page.blade.php","offer-category":[],"class_list":["post-145148","offering-page","type-offering-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offering-page\/145148"}],"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\/136"}],"up":[{"embeddable":true,"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offering-page\/97901"}],"wp:attachment":[{"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/media?parent=145148"}],"wp:term":[{"taxonomy":"offer-category","embeddable":true,"href":"https:\/\/sii.pl\/en\/wp-json\/wp\/v2\/offer-category?post=145148"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}