{"id":10298,"date":"2025-10-07T13:19:34","date_gmt":"2025-10-07T11:19:34","guid":{"rendered":"https:\/\/prosteit.pl\/?p=10298"},"modified":"2025-10-07T13:37:31","modified_gmt":"2025-10-07T11:37:31","slug":"npu-what-is-the-difference-from-cpu-gpu-for-companies","status":"publish","type":"post","link":"https:\/\/prosteit.pl\/en\/npu-what-is-the-difference-from-cpu-gpu-for-companies\/","title":{"rendered":"NPU \u2013 what is it, how does it differ from CPU\/GPU and does it make sense for a company?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"10298\" class=\"elementor elementor-10298\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-754a204 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"754a204\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-181fa4f\" data-id=\"181fa4f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2fb5057d elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"2fb5057d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"273\" data-end=\"592\">Just a few years ago, when choosing a computer, it was enough to look at the processor and amount of RAM. Today, a new concept is emerging \u2013 <strong data-start=\"403\" data-end=\"410\">NPU<\/strong>, That is <em data-start=\"418\" data-end=\"442\">Neural Processing Unit<\/em>It sounds technical, but in practice, it&#039;s what allows laptops and computers to &quot;understand&quot; the user, not just follow commands.<\/p><p data-start=\"594\" data-end=\"1048\">New computer models known as <strong data-start=\"632\" data-end=\"641\">AI PC<\/strong> they can now automatically summarize notes, translate live conversations, recognize voices or improve camera images during meetings \u2013 and that&#039;s all <strong data-start=\"795\" data-end=\"829\">without sending data to the cloud<\/strong>. Working in the background is the NPU \u2013 a small, specialized processor designed to perform tasks related to <strong data-start=\"951\" data-end=\"976\">artificial intelligence<\/strong> faster and with lower power consumption than traditional CPUs or GPUs.<\/p><p data-start=\"1050\" data-end=\"1498\">For business owners and managers, this isn&#039;t just a technological curiosity. NPUs represent a real change in the way we use computers at work \u2013 more automation, greater data security, and noticeable time savings. However, before deciding whether NPU hardware is worth investing in, it&#039;s important to understand <strong data-start=\"1368\" data-end=\"1420\">how is it different from the processors we have known for years<\/strong>, and how its capabilities can translate into the team&#039;s daily effectiveness.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-398e064 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"398e064\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c1a1168\" data-id=\"c1a1168\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-539218a elementor-widget elementor-widget-image\" data-id=\"539218a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/futurystyczne-zdjecie-npu-gpu-cpu-w-firmie.webp\" class=\"attachment-full size-full wp-image-10303\" alt=\"NPU what is it, NPU futuristic photo, IT service O\u017car\u00f3w Mazowiecki\" srcset=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/futurystyczne-zdjecie-npu-gpu-cpu-w-firmie.webp 1536w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/futurystyczne-zdjecie-npu-gpu-cpu-w-firmie-300x200.webp 300w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/futurystyczne-zdjecie-npu-gpu-cpu-w-firmie-1024x683.webp 1024w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/futurystyczne-zdjecie-npu-gpu-cpu-w-firmie-768x512.webp 768w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/futurystyczne-zdjecie-npu-gpu-cpu-w-firmie-18x12.webp 18w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-020273b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"020273b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-f285af3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f285af3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6899064\" data-id=\"6899064\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fe5a61f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"fe5a61f\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"czym-jest-npu-wyjasnienie\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-start=\"273\" data-end=\"332\"><span style=\"color: #ff6500; font-size: 24px;\">How to Imagine It: Office Analogy Instead of Jargon<\/span><\/h2>\n<p data-start=\"334\" data-end=\"482\">To understand what is the difference <strong data-start=\"365\" data-end=\"372\">CPU<\/strong>, <strong data-start=\"374\" data-end=\"381\">GPU<\/strong> and <strong data-start=\"384\" data-end=\"391\">NPU<\/strong>, you don&#039;t need to know electronics diagrams. Just imagine a well-functioning office.<\/p>\n<p data-start=\"484\" data-end=\"875\"><strong data-start=\"484\" data-end=\"491\">CPU<\/strong>, That is <em data-start=\"499\" data-end=\"524\">Central Processing Unit<\/em>, it&#039;s nothing else than <strong data-start=\"544\" data-end=\"563\">office manager<\/strong> \u2013 a person who knows a little bit about everything. They assign tasks, monitor deadlines, and coordinate processes. They are flexible, but when given too many tasks at once, their productivity drops. They are excellent at organization, but they are not adept at repeating thousands of small tasks in a short period of time.<\/p>\n<p data-start=\"877\" data-end=\"1377\"><strong data-start=\"877\" data-end=\"884\">GPU<\/strong>, That is <em data-start=\"892\" data-end=\"918\">Graphics Processing Unit<\/em>, can be compared to <strong data-start=\"938\" data-end=\"980\">a team of specialists in mass tasks<\/strong>It&#039;s like a group of people performing hundreds of identical tasks at the same time\u2014for example, preparing business cards for all employees simultaneously. It works very quickly, but only if the task is repetitive and can be broken down into small parts. Therefore, GPUs are great for graphics, rendering, and some scientific computing, but they require a lot of energy and resources.<\/p>\n<p data-start=\"1379\" data-end=\"1880\">AND <strong data-start=\"1381\" data-end=\"1388\">NPU<\/strong>? This is a new employee in the office \u2013 <strong data-start=\"1419\" data-end=\"1469\">intelligent pattern recognition assistant<\/strong>It doesn&#039;t replace a manager or a team, but complements them by performing tasks requiring &quot;intuition&quot; and fact-finding. When several people are speaking at once during a meeting, NPU can recognize voices, capture key information, and prepare a concise summary. When you&#039;re creating a presentation, it can suggest graphics or slide layouts. In short, NPU doesn&#039;t think for you; it helps you achieve results faster.<\/p>\n<p data-start=\"1882\" data-end=\"1940\">In this metaphor, each \u201cposition\u201d in the office has a role:<\/p>\n<ul data-start=\"1941\" data-end=\"2046\">\n<li data-start=\"1941\" data-end=\"1962\">\n<p data-start=\"1943\" data-end=\"1962\"><strong data-start=\"1943\" data-end=\"1950\"><span style=\"text-align: justify;\">\u2022&nbsp;<\/span>CPU<\/strong> manages,<\/p>\n<\/li>\n<li data-start=\"1963\" data-end=\"1999\">\n<p data-start=\"1965\" data-end=\"1999\"><strong data-start=\"1965\" data-end=\"1972\"><span style=\"text-align: justify;\">\u2022&nbsp;<\/span>GPU<\/strong> performs mass tasks,<\/p>\n<\/li>\n<li data-start=\"2000\" data-end=\"2046\">\n<p data-start=\"2002\" data-end=\"2046\"><strong data-start=\"2002\" data-end=\"2009\"><span style=\"text-align: justify;\">\u2022&nbsp;<\/span>NPU<\/strong> learns, recognizes and suggests.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2048\" data-end=\"2262\">Together, they create a team that runs smoother and smarter than before. That&#039;s why hardware manufacturers aren&#039;t replacing CPUs or GPUs\u2014they&#039;re adding NPUs to them to make the whole &quot;<a href=\"https:\/\/prosteit.pl\/en\/it-checklist-for-starting-a-business\/\">team<\/a>\u201d could work more intelligently.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73f0d13 elementor-widget elementor-widget-image\" data-id=\"73f0d13\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/czym-jest-npu-infografika-uslugi-informatyczne-dla-firm-warszawa.webp\" class=\"attachment-full size-full wp-image-10300\" alt=\"NPU - What is it? NPU vs. GPU vs. CPU. IT services for companies in O\u017car\u00f3w Mazowiecki.\" srcset=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/czym-jest-npu-infografika-uslugi-informatyczne-dla-firm-warszawa.webp 1536w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/czym-jest-npu-infografika-uslugi-informatyczne-dla-firm-warszawa-300x200.webp 300w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/czym-jest-npu-infografika-uslugi-informatyczne-dla-firm-warszawa-1024x683.webp 1024w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/czym-jest-npu-infografika-uslugi-informatyczne-dla-firm-warszawa-768x512.webp 768w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/czym-jest-npu-infografika-uslugi-informatyczne-dla-firm-warszawa-18x12.webp 18w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0d2ab06 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"0d2ab06\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"npu-w-praktyce\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-start=\"302\" data-end=\"366\"><span style=\"color: #ff6500; font-size: 24px;\">What exactly does NPU do in practice \u2013 does my team need it?<\/span><\/h2>\n<p data-start=\"368\" data-end=\"726\">Modern computers are increasingly being advertised as <strong data-start=\"424\" data-end=\"433\"><a href=\"https:\/\/www.x-kom.pl\/poradniki\/9627-jaki-komputer-ai-co-to-jest-i-do-czego-sluzy.html\" target=\"_blank\" rel=\"noopener\">AI PC<\/a><\/strong>In practice, this means that inside, next to the traditional processor (CPU) and graphics unit (GPU), there is a third element \u2013 <strong data-start=\"562\" data-end=\"569\"><a href=\"https:\/\/news.microsoft.com\/source\/features\/ai\/how-the-npu-is-paving-the-way-toward-a-more-intelligent-windows\/\" target=\"_blank\" rel=\"noopener\">NPU<\/a><\/strong>, a processor adapted to artificial intelligence tasks. But what does this actually mean in the office, in teamwork, in a service or manufacturing company?<\/p>\n<p data-start=\"728\" data-end=\"911\">Simply put: NPU <strong data-start=\"752\" data-end=\"823\">speeds up everything that the computer &quot;understands&quot; and not just &quot;counts&quot;<\/strong>Thanks to it, many functions run faster, quieter, and without the need for a cloud connection.<\/p>\n<p data-start=\"913\" data-end=\"995\">Here are some examples that show where this technology makes a difference in everyday work:<\/p>\n<h3 data-start=\"997\" data-end=\"1052\"><span style=\"color: #ff6500; font-size: 20px;\">1. Automatic notes and meeting summaries<\/span><\/h3>\n<p data-start=\"1053\" data-end=\"1300\">During video conferences, NPU recognizes speech, identifies voices, and can create conversation summaries. This eliminates the need to manually write down arrangements \u2013 the system automatically creates notes from which you can immediately create tasks or reminders.<\/p>\n<h3 data-start=\"1302\" data-end=\"1364\"><span style=\"color: #ff6500; font-size: 20px;\">2. Real-time translation of conversations and texts<\/span><\/h3>\n<p data-start=\"1365\" data-end=\"1635\">If your team includes people from abroad, NPU allows <strong data-start=\"1428\" data-end=\"1458\">instant translation<\/strong> speeches or presentations \u2013 without delays and without sending data to the internet. All you need is a microphone and an app that supports this function, such as Microsoft Teams or Windows Copilot.<\/p>\n<h3 data-start=\"1637\" data-end=\"1678\"><span style=\"color: #ff6500; font-size: 20px;\">3. Smart online meetings<\/span><\/h3>\n<p data-start=\"1679\" data-end=\"1957\">It can &quot;clean&quot; the sound during a call, removing noise, echo, and keyboard sounds. It can also automatically enhance the camera image: highlighting faces, blurring the background, or following the speaker as they move around the office. The result? A professional image without additional equipment.<\/p>\n<h3 data-start=\"1959\" data-end=\"2002\"><span style=\"color: #ff6500; font-size: 20px;\">4. Find information faster<\/span><\/h3>\n<p data-start=\"2003\" data-end=\"2325\">Thanks to the NPU, the computer can analyze context\u2014not just file names but also their content. You can type in a question like &quot;show me the contract with the client who had the project in March,&quot; and the system will find the appropriate document. This is a huge time-saver, especially in companies where dozens of files and notes are created daily.<\/p>\n<h3 data-start=\"2327\" data-end=\"2376\"><span style=\"color: #ff6500; font-size: 20px;\">5. Editing photos and visual materials<\/span><\/h3>\n<p data-start=\"2377\" data-end=\"2648\">Built-in applications like <strong data-start=\"2402\" data-end=\"2413\">Photos<\/strong> in Windows, they can do it with one click thanks to the NPU <strong data-start=\"2464\" data-end=\"2517\">remove the background, improve the lighting, or sharpen the image<\/strong>Such simple corrections can now be made without a graphics program \u2013 and importantly, <strong data-start=\"2599\" data-end=\"2611\">locally<\/strong>, without sending the file to the Internet.<\/p>\n<h3 data-start=\"2650\" data-end=\"2704\"><span style=\"color: #ff6500; font-size: 20px;\">6. More privacy and data security<\/span><\/h3>\n<p data-start=\"2705\" data-end=\"2963\">More and more companies are paying attention to where their daily work data goes. NPU enables some tasks to be performed <strong data-start=\"2816\" data-end=\"2846\">directly on your computer<\/strong>, instead of in the cloud. This means reduced risk of data leakage and compliance with internal security policies.<\/p>\n<hr data-start=\"2965\" data-end=\"2968\">\n<p data-start=\"2970\" data-end=\"3363\">Thanks to the NPU, the computer not only responds to commands, but also learns <strong data-start=\"3035\" data-end=\"3056\">understand the context<\/strong>For office teams, sales, accounting, and customer service departments, this could mean <strong data-start=\"3150\" data-end=\"3190\"><a href=\"https:\/\/prosteit.pl\/en\/external-it-support-reducing-the-burden-on-the-administrator\/\">hours saved<\/a> every week<\/strong>What&#039;s more, some of these features run in the background \u2013 the user simply sees everything happen faster and more efficiently, without a noisy fan or performance drops.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-118e38e elementor-widget elementor-widget-image\" data-id=\"118e38e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-futurystyczne-zdjecie-grafiki-dla-firm-pruszkow.webp\" class=\"attachment-full size-full wp-image-10304\" alt=\"\" srcset=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-futurystyczne-zdjecie-grafiki-dla-firm-pruszkow.webp 1536w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-futurystyczne-zdjecie-grafiki-dla-firm-pruszkow-300x200.webp 300w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-futurystyczne-zdjecie-grafiki-dla-firm-pruszkow-1024x683.webp 1024w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-futurystyczne-zdjecie-grafiki-dla-firm-pruszkow-768x512.webp 768w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-futurystyczne-zdjecie-grafiki-dla-firm-pruszkow-18x12.webp 18w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-255a070 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"255a070\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"roznice-npu-gpu-cpu-porownanie-dla-firm\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-start=\"400\" data-end=\"456\"><span style=\"color: #ff6500; font-size: 24px;\">Differences between NPU, CPU and GPU \u2013 a practical look<\/span><\/h2><p data-start=\"458\" data-end=\"788\">While all of these shortcuts sound similar, each one represents a different type of computer &quot;thinking.&quot; In practice, <strong data-start=\"571\" data-end=\"610\">CPU, GPU and NPU work together<\/strong>, creating a team where each member has a different role. Understanding their roles helps you better match equipment to your company&#039;s needs and predict which features will be truly useful.<\/p><h3 data-start=\"790\" data-end=\"826\"><span style=\"color: #ff6500; font-size: 20px;\">CPU \u2013 a versatile manager<\/span><\/h3><p data-start=\"827\" data-end=\"1190\">It&#039;s a classic <strong data-start=\"840\" data-end=\"862\">central processor<\/strong>, which manages all computer tasks. It excels at logical thinking, operating the operating system, spreadsheets, email, and office applications. It&#039;s like a manager who can oversee many things, but isn&#039;t designed to perform thousands of repetitive operations simultaneously.<\/p><p data-start=\"1192\" data-end=\"1390\"><strong data-start=\"1192\" data-end=\"1219\">An example from company life:<\/strong> The CPU is responsible for launching Outlook, saving Word documents, controlling printer operation \u2013 everything that requires logical order and response to user commands.<\/p><h3 data-start=\"1397\" data-end=\"1440\"><span style=\"color: #ff6500; font-size: 20px;\">GPU \u2013 Mass Task Specialist<\/span><\/h3><p data-start=\"1441\" data-end=\"1773\">GPU is <strong data-start=\"1448\" data-end=\"1467\">graphic layout<\/strong>, originally designed for image processing. Over time, it turned out that its design was ideally suited for <strong data-start=\"1585\" data-end=\"1645\">parallel execution of a huge number of small operations<\/strong>, which is why today GPUs are also used for rendering films, 3D design and training artificial intelligence models.<\/p><p data-start=\"1775\" data-end=\"1986\"><strong data-start=\"1775\" data-end=\"1802\">An example from company life:<\/strong> GPUs accelerate graphic design work, such as preparing advertising materials, architectural designs, and promotional videos. They&#039;re a great choice for creative and technical departments.<\/p><h3 data-start=\"1993\" data-end=\"2039\"><span style=\"color: #ff6500; font-size: 20px;\">NPU \u2013 intelligent task assistant<\/span><\/h3><p data-start=\"2040\" data-end=\"2456\">NPU is a new type of processor that specializes in <strong data-start=\"2092\" data-end=\"2157\">pattern recognition, context analysis and working with AI data<\/strong>It&#039;s optimized for tasks like voice recognition, image recognition, and natural language processing. This allows it to perform tasks related to intelligent functions. <strong data-start=\"2340\" data-end=\"2384\">faster, with less energy consumption<\/strong> and \u2013 what is important \u2013 <strong data-start=\"2400\" data-end=\"2412\">locally<\/strong>, without the need to send data to the cloud.<\/p><p data-start=\"2458\" data-end=\"2692\"><strong data-start=\"2458\" data-end=\"2485\">An example from company life:<\/strong> NPU supports Microsoft Copilot in automatic note-taking, translation, document analysis, and video calls \u2013 making the team&#039;s daily work quieter, smoother, and more efficient.<\/p><p data-start=\"2458\" data-end=\"2692\">In short: <strong data-start=\"3750\" data-end=\"3799\">The CPU manages, the GPU accelerates, and the NPU understands.<\/strong><br data-start=\"3799\" data-end=\"3802\" \/>Each of these elements is important, but it is the NPU that opens the way to a new stage of work \u2013 one in which the computer itself suggests, organizes and analyzes data, instead of just processing it.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb2839c elementor-widget elementor-widget-image\" data-id=\"eb2839c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/porownanie-cpu-gpu-npu-infografika.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"porownanie-cpu-gpu-npu-infografika\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6MTAzMDEsInVybCI6Imh0dHBzOlwvXC9wcm9zdGVpdC5wbFwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNVwvMTBcL3Bvcm93bmFuaWUtY3B1LWdwdS1ucHUtaW5mb2dyYWZpa2Eud2VicCJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"969\" height=\"461\" src=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/porownanie-cpu-gpu-npu-infografika.webp\" class=\"attachment-full size-full wp-image-10301\" alt=\"\" srcset=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/porownanie-cpu-gpu-npu-infografika.webp 969w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/porownanie-cpu-gpu-npu-infografika-300x143.webp 300w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/porownanie-cpu-gpu-npu-infografika-768x365.webp 768w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/porownanie-cpu-gpu-npu-infografika-18x9.webp 18w\" sizes=\"(max-width: 969px) 100vw, 969px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34c8c39 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"34c8c39\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"jak-to-dziala-pod-maska-npu\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-start=\"164\" data-end=\"226\"><span style=\"color: #ff6500; font-size: 24px;\">How does it work under the hood? A quick look for the curious.<\/span><\/h2>\n<p data-start=\"228\" data-end=\"618\">Inside the NPU we will not find &quot;artificial intelligence&quot; in the literal sense, but <strong data-start=\"306\" data-end=\"353\">specially designed microcircuit network<\/strong>that perform thousands of very simple mathematical operations simultaneously. It&#039;s as if, instead of one office worker calculating everything one by one, you employed hundreds of people doing the same thing at the same time \u2013 each responsible for a small part of the calculation.<\/p>\n<p data-start=\"620\" data-end=\"1002\">This design allows the Neutral Processing Unit to <strong data-start=\"661\" data-end=\"697\">quickly process patterns<\/strong>, which means recognizing voices, faces, text, and images, while consuming significantly less energy than traditional processors. Furthermore, many operations are performed <strong data-start=\"854\" data-end=\"893\">at the level of simplified mathematics<\/strong> (so-called low precision), which further speeds up the operation without any noticeable loss of result quality.<\/p>\n<p data-start=\"1004\" data-end=\"1184\">The result? The computer can react in real time\u2014recognizing speech, analyzing camera images, or suggesting content\u2014without slowing down or sending data to the cloud.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4308449 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"4308449\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"czy-warto-inwestowac-w-npu\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-start=\"328\" data-end=\"368\"><span style=\"color: #ff6500; font-size: 24px;\">Will NPU work for your company?<\/span><\/h2>\n<p data-start=\"370\" data-end=\"797\">New technologies typically evoke two reactions: curiosity and skepticism. In the case of NPUs\u2014processors designed specifically to handle artificial intelligence\u2014these emotions arise just as often. On the one hand, it sounds modern, but on the other, it&#039;s difficult to assess whether they will actually bring benefits in everyday work. So let&#039;s see, <strong data-start=\"710\" data-end=\"797\">when NPU actually makes sense for the company and when you can wait with the investment.<\/strong><\/p>\n<h3 data-start=\"804\" data-end=\"835\"><span style=\"color: #ff6500; font-size: 20px;\">When will you gain the most<\/span><\/h3>\n<p data-start=\"837\" data-end=\"888\">NPU can significantly improve work in companies that:<\/p>\n<ul data-start=\"889\" data-end=\"1840\">\n<li data-start=\"889\" data-end=\"1100\">\n<p data-start=\"891\" data-end=\"1100\"><strong data-start=\"891\" data-end=\"927\"><span style=\"text-align: justify;\">\u2022&nbsp;<\/span>They often conduct online meetings<\/strong> \u2013 The NPU automatically removes noise, enhances camera images, and can even create conversation summaries. This way, after the meeting, you have a ready-made note of the findings.<\/p>\n<\/li>\n<li data-start=\"1101\" data-end=\"1328\">\n<p data-start=\"1103\" data-end=\"1328\"><strong data-start=\"1103\" data-end=\"1140\"><span style=\"text-align: justify;\">\u2022&nbsp;<\/span>They work with a large number of documents<\/strong> \u2013 NPU-based functions, such as those in Microsoft 365, can analyze file content and prepare summaries and recommendations. This is a real help for sales, HR, and administration departments.<\/p>\n<\/li>\n<li data-start=\"1329\" data-end=\"1495\">\n<p data-start=\"1331\" data-end=\"1495\"><strong data-start=\"1331\" data-end=\"1393\"><span style=\"text-align: justify;\">\u2022&nbsp;<\/span>They use Microsoft Copilot or similar AI assistants<\/strong> \u2013 NPU ensures smooth operation of these functions even when the computer does not have internet access.<\/p>\n<\/li>\n<li data-start=\"1496\" data-end=\"1657\">\n<p data-start=\"1498\" data-end=\"1657\"><strong data-start=\"1498\" data-end=\"1527\"><span style=\"text-align: justify;\">\u2022&nbsp;<\/span>They care about data privacy<\/strong> \u2013 Many AI operations take place locally, so sensitive information (e.g., contracts, conversations, recordings) does not need to leave the computer.<\/p>\n<\/li>\n<li data-start=\"1658\" data-end=\"1840\">\n<p data-start=\"1660\" data-end=\"1840\"><strong data-start=\"1660\" data-end=\"1705\"><span style=\"text-align: justify;\">\u2022&nbsp;<\/span>They focus on mobility and energy efficiency<\/strong> \u2013 thanks to the NPU, laptops run longer on battery power, because some of the calculations are performed by a system optimized for low energy consumption.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1842\" data-end=\"2146\"><strong data-start=\"1842\" data-end=\"1855\">Example:<\/strong><br data-start=\"1855\" data-end=\"1858\">The sales team conducts video meetings with clients and creates reports after each call. A laptop with NPU automatically records the meeting, transcribes the statements, and creates a summary of key points. As a result, the consultant spends 5 minutes proofreading, instead of 30 minutes manually summarizing.<\/p>\n<h3 data-start=\"2153\" data-end=\"2190\"><span style=\"color: #ff6500; font-size: 20px;\">When will the benefit be smaller?<\/span><\/h3>\n<p data-start=\"2192\" data-end=\"2254\">Not every company needs to invest in the latest technologies right away. If:<\/p>\n<ul data-start=\"2255\" data-end=\"2657\">\n<li data-start=\"2255\" data-end=\"2351\">\n<p data-start=\"2257\" data-end=\"2351\"><span style=\"text-align: justify; font-weight: 600;\">\u2022&nbsp;<\/span>most of the work involves entering data, issuing invoices or working in ERP systems,<\/p>\n<\/li>\n<li data-start=\"2352\" data-end=\"2431\">\n<p data-start=\"2354\" data-end=\"2431\"><span style=\"text-align: justify; font-weight: 600;\">\u2022&nbsp;<\/span>the team rarely uses AI, video conferencing and Microsoft Copilot tools,<\/p>\n<\/li>\n<li data-start=\"2432\" data-end=\"2657\">\n<p data-start=\"2434\" data-end=\"2657\"><span style=\"text-align: justify; font-weight: 600;\">\u2022<\/span>the computer infrastructure was recently refreshed and works flawlessly,<br data-start=\"2507\" data-end=\"2510\">you can do it calmly <strong data-start=\"2530\" data-end=\"2558\">wait a few quarters<\/strong>. NPU is not essential today \u2013 it will become standard in new computers in the coming years.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2659\" data-end=\"2897\"><strong data-start=\"2659\" data-end=\"2672\">Example:<\/strong><br data-start=\"2672\" data-end=\"2675\">An accounting department working mainly in programs such as Comarch ERP, P\u0142atnik or Excel will not feel much of a difference until they start using AI functions, e.g. data summaries or automatic report generation.<\/p>\n<h3 data-start=\"2904\" data-end=\"2934\"><span style=\"color: #ff6500; font-size: 20px;\">Mini-decision calculator<\/span><\/h3>\n<p data-start=\"2936\" data-end=\"3040\">To check whether investing in NPU equipment makes sense, it is worth answering three simple questions:<\/p>\n<ol data-start=\"3042\" data-end=\"3584\">\n<li data-start=\"3042\" data-end=\"3203\">\n<p data-start=\"3045\" data-end=\"3203\"><strong data-start=\"3045\" data-end=\"3095\">How often do we use the function <a href=\"https:\/\/prosteit.pl\/en\/artificial-intelligence-in-a-small-company-ai-development\/\">based on AI<\/a>?<\/strong><br data-start=\"3095\" data-end=\"3098\">If your company uses Copilot, transcription or translation services, NPU will have an immediate effect.<\/p>\n<\/li>\n<li data-start=\"3205\" data-end=\"3392\">\n<p data-start=\"3208\" data-end=\"3392\"><strong data-start=\"3208\" data-end=\"3247\">How much time can the team save?<\/strong><br data-start=\"3247\" data-end=\"3250\">Even 30 minutes a week per person (thanks to automatic notes or summaries) means several dozen hours less manual work after a year.<\/p>\n<\/li>\n<li data-start=\"3394\" data-end=\"3584\">\n<p data-start=\"3397\" data-end=\"3584\"><strong data-start=\"3397\" data-end=\"3435\">What is the additional charge for the version with NPU?<\/strong><br data-start=\"3435\" data-end=\"3438\">The difference in price of new laptops is often within the range of several hundred zlotys, and the savings in time and energy pay off after a few months.<\/p>\n<\/li>\n<\/ol>\n<h3 data-start=\"3591\" data-end=\"3616\"><span style=\"color: #ff6500; font-size: 20px;\">How can we help?<\/span><\/h3>\n<p data-start=\"3618\" data-end=\"3887\">If you are wondering, <strong data-start=\"3642\" data-end=\"3699\">Is a computer with an NPU a good choice for your team?<\/strong>, we can help you choose the right equipment and work environment to ensure it actually delivers results. We&#039;ll advise you which AI features in Microsoft 365 are worth implementing now and which should be left for later.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ef556a elementor-widget elementor-widget-image\" data-id=\"9ef556a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-dla-firm-porada-informatyczna-ozarow-mazowiecki.webp\" class=\"attachment-full size-full wp-image-10302\" alt=\"NPU in the company, IT consulting B\u0142onie\" srcset=\"https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-dla-firm-porada-informatyczna-ozarow-mazowiecki.webp 1536w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-dla-firm-porada-informatyczna-ozarow-mazowiecki-300x200.webp 300w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-dla-firm-porada-informatyczna-ozarow-mazowiecki-1024x683.webp 1024w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-dla-firm-porada-informatyczna-ozarow-mazowiecki-768x512.webp 768w, https:\/\/prosteit.pl\/wp-content\/uploads\/2025\/10\/npu-dla-firm-porada-informatyczna-ozarow-mazowiecki-18x12.webp 18w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9f6b45 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"d9f6b45\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"npu-w-praktyce-przyklady\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-start=\"316\" data-end=\"369\"><span style=\"color: #ff6500; font-size: 24px;\">Office Life Examples: 4 Quick Scenarios<\/span><\/h2>\n<h3 data-start=\"371\" data-end=\"436\"><span style=\"color: #ff6500; font-size: 20px;\">1. Meeting with a client \u2013 notes that write themselves<\/span><\/h3>\n<p data-start=\"437\" data-end=\"765\">During a sales call in Microsoft Teams, NPU captures audio, recognizes voices, and automatically creates a summary of the key points. After the meeting ends, the salesperson immediately receives a summary with a list of actions to take. Instead of copying notes, they can immediately move on to the next conversation with their customers.<\/p>\n<p data-start=\"767\" data-end=\"855\"><strong data-start=\"767\" data-end=\"777\">Effect:<\/strong> <a href=\"https:\/\/prosteit.pl\/en\/it-services\/it-administration\/it-task-automation\/\">saving time<\/a>, better documentation of meetings and fewer missed arrangements.<\/p>\n<h3 data-start=\"862\" data-end=\"926\"><span style=\"color: #ff6500; font-size: 20px;\">2. Creating offers and messages \u2013 helpful Copilot in the background<\/span><\/h3>\n<p data-start=\"927\" data-end=\"1247\">A sales or marketing employee prepares an email for a new client. The technology described here supports content generation: it suggests polite phrases, translates the text into English, and checks the tone of the message to ensure a professional sound. Everything happens locally, so customer data remains secure.<\/p>\n<p data-start=\"1249\" data-end=\"1341\"><strong data-start=\"1249\" data-end=\"1259\">Effect:<\/strong> faster, refined offers and correspondence without linguistic errors.<\/p>\n<h3 data-start=\"1348\" data-end=\"1410\"><span style=\"color: #ff6500; font-size: 20px;\">3. Remote Team Meeting \u2013 Better Image and Sound<\/span><\/h3>\n<p data-start=\"1411\" data-end=\"1701\">During the weekly online meeting, NPU automatically removes background noise, enhances voice quality, and adjusts camera brightness, even in low-light conditions. This ensures clearer conversations and allows employees to connect from anywhere without worrying about call quality.<\/p>\n<p data-start=\"1703\" data-end=\"1794\"><strong data-start=\"1703\" data-end=\"1713\">Effect:<\/strong> more comfortable meetings, professional company image and fewer disruptions.<\/p>\n<h3 data-start=\"1801\" data-end=\"1883\"><span style=\"color: #ff6500; font-size: 20px;\">4. Updating marketing materials \u2013 quick fixes without a graphic designer<\/span><\/h3>\n<p data-start=\"1884\" data-end=\"2185\">A marketing specialist prepares new product photos. Thanks to the app&#039;s built-in NPU <strong data-start=\"1983\" data-end=\"1994\">Photos<\/strong> in Windows it can be done with one click <strong data-start=\"2029\" data-end=\"2085\">remove the background, improve lighting, or sharpen the image<\/strong>No need for external tools or uploading photos to the cloud \u2013 everything happens locally.<\/p>\n<p data-start=\"2187\" data-end=\"2275\"><strong data-start=\"2187\" data-end=\"2197\">Effect:<\/strong> quick fixes, lower costs, maintaining the privacy of corporate data.<\/p>\n<p data-start=\"2282\" data-end=\"2512\">These simple examples show that the NPU is not a gadget for new technology enthusiasts. <strong data-start=\"2376\" data-end=\"2422\">real support in everyday activities<\/strong>, which allows you to work faster, more clearly and without distracting technical details.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe57799 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"fe57799\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"mity-fakty-i-trendy-npu\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2 data-start=\"350\" data-end=\"373\"><span style=\"color: #ff6500; font-size: 24px;\">Myths and facts about NPU<\/span><\/h2>\n<p data-start=\"375\" data-end=\"631\">Like any new technology, NPU raises many questions and concerns. Some stem from marketing slogans, others from a lack of practical examples. Below, we explain the most common misunderstandings and debunk myths surrounding this technology.<\/p>\n<h3 data-start=\"638\" data-end=\"674\"><span style=\"color: #ff6500; font-size: 20px;\">Myth 1: NPU will replace CPU and GPU<\/span><\/h3>\n<p data-start=\"675\" data-end=\"975\"><strong data-start=\"675\" data-end=\"684\">Fact:<\/strong> The NPU isn&#039;t a competitor to other processors, but rather a complement to them. The CPU is still responsible for general computer operation, while the GPU handles graphics processing and complex calculations. The NPU only handles a portion of the tasks related to artificial intelligence, making the entire system faster and more efficient.<\/p>\n<h3 data-start=\"982\" data-end=\"1030\"><span style=\"color: #ff6500; font-size: 20px;\">&nbsp;Myth 2: NPU is just a marketing gimmick<\/span><\/h3>\n<p data-start=\"1031\" data-end=\"1357\"><strong data-start=\"1031\" data-end=\"1040\">Fact:<\/strong> Indeed, many manufacturers use the acronym &quot;AI PC&quot; as a marketing slogan, but the NPU itself has a solid technical foundation. It&#039;s a separate computing chip that can significantly accelerate AI-based functions like transcription, translation, and image recognition\u2014all while consuming significantly less power.<\/p>\n<h3 data-start=\"1364\" data-end=\"1418\"><span style=\"color: #ff6500; font-size: 20px;\">Myth 3: All AI functions run in the cloud<\/span><\/h3>\n<p data-start=\"1419\" data-end=\"1674\"><strong data-start=\"1419\" data-end=\"1428\">Fact:<\/strong> More and more of them are working <strong data-start=\"1456\" data-end=\"1468\">locally<\/strong>, without the need to send data outside the company. The NPU can perform voice, image, and text analysis without an internet connection. This increases information security and accelerates application performance.<\/p>\n<h3 data-start=\"1681\" data-end=\"1733\"><span style=\"color: #ff6500; font-size: 20px;\">Myth 4: NPU is irrelevant in office work<\/span><\/h3>\n<p data-start=\"1734\" data-end=\"2027\"><strong data-start=\"1734\" data-end=\"1743\">Fact:<\/strong> On the contrary, it&#039;s in offices where its greatest potential is seen. Automatic meeting summaries, document prompts, real-time translations, and intelligent camera image correction are features that truly save time and improve work comfort.<\/p>\n<h3 data-start=\"2034\" data-end=\"2101\"><span style=\"color: #ff6500; font-size: 20px;\">Myth 5: NPU consumes more energy because it performs a lot of calculations<\/span><\/h3>\n<p data-start=\"2102\" data-end=\"2363\"><strong data-start=\"2102\" data-end=\"2111\">Fact:<\/strong> The NPU was designed to <strong data-start=\"2148\" data-end=\"2181\">minimize energy consumption<\/strong>It performs a large number of small, repetitive operations in an optimized manner, making it several times more energy efficient than a GPU for similar AI tasks.<\/p>\n<h3 data-start=\"2753\" data-end=\"2792\"><span style=\"color: #ff6500; font-size: 20px;\">What&#039;s next? Trends on the horizon<\/span><\/h3>\n<p data-start=\"2794\" data-end=\"2967\">NPU is just the beginning of a transformation that will change the way we use computers. We can expect several key developments in the coming years:<\/p>\n<ol data-start=\"2969\" data-end=\"4019\">\n<li data-start=\"2969\" data-end=\"3180\">\n<p data-start=\"2972\" data-end=\"3180\"><strong data-start=\"2972\" data-end=\"3008\">More and more on-device functions<\/strong> Office applications, browsers, and instant messaging will more often perform operations locally, without involving the cloud. This will shorten response times and improve data security.<\/p>\n<\/li>\n<li data-start=\"3181\" data-end=\"3415\">\n<p data-start=\"3184\" data-end=\"3415\"><strong data-start=\"3184\" data-end=\"3217\">Increase in computing power<\/strong>&nbsp;\u2013 today\u2019s laptops offer around 40\u201350 TOPS, but in the next generations these numbers will be several times higher, which will open the way to advanced AI assistants operating in real time.<\/p>\n<\/li>\n<li data-start=\"3416\" data-end=\"3614\">\n<p data-start=\"3419\" data-end=\"3614\"><strong data-start=\"3419\" data-end=\"3466\">NPU integration with business software<\/strong> \u2013 ERP, CRM and analytical applications will start to use the local power of AI to process data, analyze trends and generate reports.<\/p>\n<\/li>\n<li data-start=\"3615\" data-end=\"3821\">\n<p data-start=\"3618\" data-end=\"3821\"><strong data-start=\"3618\" data-end=\"3647\">Better tools for businesses<\/strong> \u2013 Microsoft, Intel and other manufacturers are already working to make Copilot, Outlook, Excel and Teams use NPUs in a more intuitive and user-friendly way.<\/p>\n<\/li>\n<li data-start=\"3822\" data-end=\"4019\">\n<p data-start=\"3825\" data-end=\"4019\"><strong data-start=\"3825\" data-end=\"3862\">A new standard in corporate equipment<\/strong> \u2013 within 1-2 years, most business laptops and office computers will be equipped with an NPU, just like everyone has a Wi-Fi module or a webcam today.<\/p>\n<\/li>\n<\/ol>\n<p data-start=\"4026\" data-end=\"4284\">In short: NPU is an advantage today, and a standard tomorrow. Companies that understand how to use this technology in their daily work now will adapt more quickly to a world where computers not only calculate, but also <strong data-start=\"4239\" data-end=\"4281\">actively helps in making decisions<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-32c4496 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"32c4496\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1779959\" data-id=\"1779959\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-62db9aa elementor-widget elementor-widget-heading\" data-id=\"62db9aa\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"najczesciej-zadawane-pytania\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span style=\"font-size: 24px\">Frequently asked questions<\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-bbb9b10 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bbb9b10\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fcefce3\" data-id=\"fcefce3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-111f955 no-toc elementor-invisible elementor-widget elementor-widget-elementskit-faq\" data-id=\"111f955\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;,&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"elementskit-faq.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" >\n                <div class=\"elementskit-single-faq elementor-repeater-item-b4559bd\">\n            <div class=\"elementskit-faq-header\">\n                <h2 class=\"elementskit-faq-title\">Does NPU work without an internet connection?<\/h2>\n            <\/div>\n            <div class=\"elementskit-faq-body\">\n                Yes. This is its biggest advantage \u2013 many AI-based functions (e.g., translation, voice recognition, image enhancement) can run locally, without the need for a cloud connection. This is not only faster but also more secure.            <\/div>\n        <\/div>\n                <div class=\"elementskit-single-faq elementor-repeater-item-fac0227\">\n            <div class=\"elementskit-faq-header\">\n                <h2 class=\"elementskit-faq-title\">Will NPU speed up my Excel, Word or Outlook?<\/h2>\n            <\/div>\n            <div class=\"elementskit-faq-body\">\n                Not directly. The NPU doesn&#039;t increase the processing power of these programs, but it accelerates the AI-based functions that work with them\u2014for example, Copilot in Word or automatic summaries in Outlook. This makes workflows smoother and less time-consuming.            <\/div>\n        <\/div>\n                <div class=\"elementskit-single-faq elementor-repeater-item-56aed13\">\n            <div class=\"elementskit-faq-header\">\n                <h2 class=\"elementskit-faq-title\">NPU, GPU, CPU \u2013 which processor is best for business?<\/h2>\n            <\/div>\n            <div class=\"elementskit-faq-body\">\n                There&#039;s no &quot;best&quot;\u2014each is responsible for something different. The CPU manages the system, the GPU accelerates graphics and mass computing, and the NPU handles artificial intelligence and pattern processing. Modern computers utilize all three to run faster and more efficiently.            <\/div>\n        <\/div>\n                <div class=\"elementskit-single-faq elementor-repeater-item-0712edb\">\n            <div class=\"elementskit-faq-header\">\n                <h2 class=\"elementskit-faq-title\">Is data more secure when AI runs locally on the NPU?<\/h2>\n            <\/div>\n            <div class=\"elementskit-faq-body\">\n                Absolutely. When calculations are performed directly on the device, data is not sent to external servers. This is especially important for companies that process confidential information, such as contracts, customer data, or financial reports.            <\/div>\n        <\/div>\n                <div class=\"elementskit-single-faq elementor-repeater-item-79c9b40\">\n            <div class=\"elementskit-faq-header\">\n                <h2 class=\"elementskit-faq-title\">Is it worth buying a laptop with NPU now or wait for the next generation?<\/h2>\n            <\/div>\n            <div class=\"elementskit-faq-body\">\n                If you use Microsoft 365, Copilot, or Teams at work, it&#039;s worth it now. In the coming years, most new computers will have an NPU as standard anyway, so buying such equipment now is an investment with a future in mind, not a &quot;short-term&quot; expense.            <\/div>\n        <\/div>\n                <div class=\"elementskit-single-faq elementor-repeater-item-94f6afd\">\n            <div class=\"elementskit-faq-header\">\n                <h2 class=\"elementskit-faq-title\">What to look for when choosing a laptop with NPU?<\/h2>\n            <\/div>\n            <div class=\"elementskit-faq-body\">\n                Check if the computer is labeled &quot;Copilot+ PC&quot; or AI PC \u2013 this guarantees that the device has a sufficiently powerful NPU (at least 40 TOPS). It&#039;s also worth paying attention to 16 GB of RAM, a fast SSD drive, and a good camera \u2013 then all AI features will work smoothly.            <\/div>\n        <\/div>\n                                <script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Czy NPU dzia\\u0142a bez po\\u0142\\u0105czenia z internetem?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Tak. W\\u0142a\\u015bnie to jest jego najwi\\u0119ksza zaleta \\u2013 wiele funkcji opartych o sztuczn\\u0105 inteligencj\\u0119 (np. t\\u0142umaczenia, rozpoznawanie g\\u0142osu, poprawa obrazu) mo\\u017ce dzia\\u0142a\\u0107 lokalnie, bez potrzeby \\u0142\\u0105czenia si\\u0119 z chmur\\u0105. 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Warto te\\u017c zwr\\u00f3ci\\u0107 uwag\\u0119 na 16 GB RAM, szybki dysk SSD i dobr\\u0105 kamer\\u0119 \\u2013 wtedy wszystkie funkcje AI b\\u0119d\\u0105 dzia\\u0142a\\u0142y sprawnie.\"\n            }\n        }\n    ]\n}<\/script>\n                \n    <\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-35c2e58 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"35c2e58\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-14107d7\" data-id=\"14107d7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f5b907e elementor-widget elementor-widget-text-editor\" data-id=\"f5b907e\" data-element_type=\"widget\" data-e-type=\"widget\" id=\"podsumowanie-it\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"251\" data-end=\"574\">NPU is the next step in computer development, but this time it&#039;s not about more power or more cores - but about <strong data-start=\"359\" data-end=\"400\">intelligent information processing<\/strong>Thanks to it, devices learn to understand the user: they summarize meetings, analyze documents, help write texts, and suggest solutions in real time.<\/p><p data-start=\"576\" data-end=\"831\">For companies, it is not only a technological innovation, but <strong data-start=\"626\" data-end=\"678\">a real tool for saving time and energy<\/strong>In many cases, the NPU runs in the background \u2013 the user simply notices that the computer responds faster, runs quieter, and does not need to be recharged as often.<\/p><p data-start=\"833\" data-end=\"1198\">Is it worth investing now? If your company is starting to see AI-based features like <a href=\"https:\/\/prosteit.pl\/en\/copilot-in-business-functions-prices\/\">Microsoft Copilot<\/a>, real-time translations, and automated meeting summaries \u2013 the answer is yes. This is an investment that not only simplifies daily work but also prepares the company for technologies that will soon become standard.<\/p><p data-start=\"1200\" data-end=\"1446\">If you are wondering, <strong data-start=\"1224\" data-end=\"1277\">Can NPU benefit your team?<\/strong>, we&#039;re happy to help evaluate it. We&#039;ll select hardware solutions and AI tools that truly support people at work\u2014not just add another feature to the list.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Just a few years ago, when choosing a computer, it was enough to look at the processor and amount of RAM. Today, a new concept is emerging \u2013 the NPU, or Neural Processing Unit. It sounds technical, but in practice, it&#039;s what allows laptops and computers to &quot;understand&quot; the user, not just execute commands. New computer models, known as AI PCs, can now [\u2026]<\/p>","protected":false},"author":4,"featured_media":10300,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[83],"tags":[909,911,907,765,912,906,908,731,234,910],"class_list":["post-10298","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technologia","tag-ai-pc","tag-copilot-i-npu-w-firmie","tag-czy-npu-ma-sens-w-firmie","tag-informatyk-ozarow-mazowiecki-2","tag-jaki-procesor-do-firmy","tag-npu-co-to-jest","tag-npu-vs-cpu-vs-gpu","tag-obsluga-informatyczna-firm","tag-pomoc-it-dla-firm","tag-procesor-ai"],"_links":{"self":[{"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/posts\/10298","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/comments?post=10298"}],"version-history":[{"count":4,"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/posts\/10298\/revisions"}],"predecessor-version":[{"id":10307,"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/posts\/10298\/revisions\/10307"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/media\/10300"}],"wp:attachment":[{"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/media?parent=10298"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/categories?post=10298"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prosteit.pl\/en\/wp-json\/wp\/v2\/tags?post=10298"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}