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1<div class=top-banner id=topbanner data-banner-count=1><div class=top-banner__slides><div class="top-banner__slide active"><div class=top-banner__inner>A Visionary in the inaugural Gartner® Magic Quadrant<sup>™</sup> for Global Industrial AIoT Platforms. <a href=https://www.cumulocity.com/knowledge-hub/analyst-reports/>Read more</a></div></div></div><button class=close>&#215;</button></div><nav class=main-navbar><div class=main-navbar__wrapper><div class=navbar-brand><a href=https://www.cumulocity.com/ aria-label=Home class=logo><svg viewBox="0 0 874 189" fill="none"><path d="M405.154 62.5779c17.17.0 31.288-13.9906 31.288-31.288.0-17.1703-13.991-31.28813189-31.288-31.28813189-17.298.0-31.288 13.99063189-31.288 31.28813189.0 17.1703 13.99 31.288 31.288 31.288z" fill="currentColor"/><path d="M474.911 1.08115H454.042V61.4986h20.869V1.08115z" fill="currentColor"/><path d="M523.799 62.5797C540.969 62.5797 555.087 48.5883 555.087 31.2899 555.087 14.1186 541.096.0 523.799.0c-17.298.0-31.288 13.9914-31.288 31.2899C492.638 48.4611 506.501 62.5797 523.799 62.5797z" fill="currentColor"/><path d="M603.975 62.5797c17.17.0 31.288-13.9914 31.288-31.2898C635.263 14.1186 621.272.0 603.975.0 586.805.0 572.687 13.9914 572.687 31.2899 572.814 48.4611 586.805 62.5797 603.975 62.5797z" fill="currentColor"/><path d="M684.151 62.5797C701.321 62.5797 715.439 48.5883 715.439 31.2899 715.439 14.1186 701.449.0 684.151.0 666.854.0 652.863 13.9914 652.863 31.2899 652.99 48.4611 666.981 62.5797 684.151 62.5797z" fill="currentColor"/><path d="M764.327 62.5797C781.498 62.5797 795.615 48.5883 795.615 31.2899 795.615 14.1186 781.625.0 764.327.0c-17.17.0-31.288 13.9914-31.288 31.2899.0 17.1712 13.991 31.2898 31.288 31.2898z" fill="currentColor"/><path d="M834.084 1.08115H813.215V61.4986H834.084V1.08115z" fill="currentColor"/><path d="M872.553 1.08115H851.684V61.4986h20.869V1.08115z" fill="currentColor"/><path d="M414.743 168.87V94.23H396.456v92.284h58.925V168.87H414.743z" fill="currentColor"/><path d="M508.442 92.5796c-26.783.0-47.6 20.9444-47.6 47.6014.0 26.784 20.944 47.602 47.6 47.602 26.275.0 47.6-21.325 47.6-47.602.0-26.149-21.325-47.6014-47.6-47.6014zM537.51 140.308c0 16.756-12.694 29.958-29.068 29.958-16.375.0-29.195-13.075-29.195-29.958.0-16.756 12.82-29.957 29.195-29.957C524.816 110.478 537.51 123.552 537.51 140.308z" fill="currentColor"/><path d="M48.6224 110.478C59.5438 110.478 68.6873 115.682 74.402 125.203L75.2909 126.726l15.7472-9.14L90.1491 116.063c-8.5085-14.725-24.0017-23.3565-41.5267-23.3565C21.8269 92.7065 1 113.651 1 140.308c0 26.784 20.9539 47.602 47.6224 47.602C66.1474 187.91 81.6406 179.151 90.1491 164.553L91.0381 163.03 75.2909 153.891 74.402 155.414C68.6873 164.934 59.4168 170.139 48.6224 170.139c-16.3821.0-29.2084-13.075-29.2084-29.958C19.287 123.552 32.1133 110.478 48.6224 110.478z" fill="currentColor"/><path d="M160.504 150.21c0 12.44-6.98499999999999 20.056-18.668 20.056-11.81.0-18.795-7.489-18.795-20.056V94.23H104.754v55.726c0 22.722 14.985 38.081 37.209 38.081 22.097.0 37.082-15.359 37.082-38.081V94.23H160.758v55.98H160.504z" fill="currentColor"/><path d="M361.152 150.21c0 12.44-6.98399999999998 20.056-18.668 20.056-11.81.0-18.795-7.489-18.795-20.056V94.23H305.402v55.726c0 22.722 14.986 38.081 37.209 38.081 22.097.0 37.082-15.359 37.082-38.081V94.23H361.406v55.98H361.152z" fill="currentColor"/><path d="M616.789 110.478C627.711 110.478 636.854 115.682 642.569 125.203L643.458 126.726 659.205 117.586 658.316 116.063C649.808 101.338 634.314 92.7065 616.789 92.7065c-26.795.0-47.622 20.9445-47.622 47.6015.0 26.784 20.954 47.602 47.622 47.602C634.314 187.91 649.808 179.151 658.316 164.553L659.205 163.03 643.458 153.891 642.569 155.414C636.854 164.934 627.584 170.139 616.789 170.139 600.407 170.139 587.581 157.064 587.581 140.181 587.454 123.552 600.407 110.478 616.789 110.478z" fill="currentColor"/><path d="M693.24 94.23H674.953v92.284H693.24V94.23z" fill="currentColor"/><path d="M709.113 111.874h25.78v74.64H753.18v-74.64h25.779V94.23H709.113v17.644z" fill="currentColor"/><path d="M850.964 94.23 828.106 129.265 805.501 94.23H783.912l35.05 53.568v38.716h18.414V147.925L872.553 94.23H850.964z" fill="currentColor"/><path d="M241.906 141.959 212.063 94.23H195.808v92.284h18.287V130.28l21.969 35.035h11.938l21.843-34.908v56.107h18.287V94.23H271.876l-29.97 47.729z" fill="currentColor"/></svg>
2<span class=sr-only>CUMULOCITY</span></a></div><ul class=main-nav id=mainNavContainer><li class="visible-xs visible-sm text-center m-t-16"><button class="nav-search-toggle nav-search-toggle--mobile" type=button aria-label=Search aria-expanded=false aria-controls=navSearchOverlay>
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4Search</button></li><li class=hasChildren><a class=nav-btn href=https://www.cumulocity.com/product/ data-subnav=sub-product>Product
5<span class="chevron dlt-c8y-icon-expand-arrow"></span></a><div class=sub-nav id=sub-product tabindex=-1><div class="back-btn separator-bottom"><button class=close-subnav><i class=dlt-c8y-icon-caret-back></i> Back</button></div><div class=sub-nav__intro><div class=sub-nav__intro__content><h4 class=m-b-16>Product</h4>Learn how Cumulocity helps you to collect, manage and analyze your machine data to transform it into valuable insights, operational efficiency gains and digital services.<p class=m-t-16><a class="btn btn-default btn--accent" href=https://www.cumulocity.com/product/>Read more</a></p><div class="bits-line bits-line--fit"></div></div></div><div class=sub-nav__list><div class="sub-nav__menu sub-nav__menu--left"><h6 class="sub-nav__menu__label d-flex a-i-center">Applications</h6><a href=https://www.cumulocity.com/product/device-integration/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-machine-portal c8y-icon-duocolor"></i><div><h6>Device Integration</h6><div class="text-muted text-xs">Connect any device using thin-edge.io, ready to use protocol adapters or build custom integrations using our SDKs.</div></div></a><a href=https://www.cumulocity.com/product/device-management/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-device-management c8y-icon-duocolor"></i><div><h6>Device Management</h6><div class="text-muted text-xs">Manage fleets of devices across their entire lifecycle from onboarding to decommissioning.</div></div></a><a href=https://www.cumulocity.com/product/digital-twin-manager/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16">
5<i class="text-large c8y-icon c8y-icon-enterprise c8y-icon-duocolor"></i><div><h6>Digital Twin Manager</h6><div class="text-muted text-xs">Embed data sent by your devices into your business context by modeling your assets and interdependencies.</div></div></a><a href=https://www.cumulocity.com/product/datahub/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-data-hub c8y-icon-duocolor"></i><div><h6>DataHub</h6><div class="text-muted text-xs">Offload IoT data into your data lake and connect your analytics and machine learning tools using open interfaces.</div></div></a><a href=https://www.cumulocity.com/product/streaming-analytics/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-streaming-analytics c8y-icon-duocolor"></i><div><h6>Streaming Analytics</h6><div class="text-muted text-xs">Analyze your data streams to automatically trigger alarms and actions in real-time.</div></div></a><a href=https://www.cumulocity.com/product/cockpit/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-cockpit c8y-icon-duocolor"></i><div><h6>Cockpit</h6><div class="text-muted text-xs">Visualize your data to monitor your assets and derive insights by creating different views and dashboards.</div></div></a></div><div class="sub-nav__menu sub-nav__menu--right"><h6 class=sub-nav__menu__label>Capabilities</h6><a href=/product/deploy-anywhere/ aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Deploy anywhere
6</a><a href=/product/edge-to-cloud/ aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Edge deployment
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11<span class="chevron dlt-c8y-icon-expand-arrow"></span></a><div class=sub-nav id=sub-use-cases tabindex=-1><div class="back-btn separator-bottom"><button class=close-subnav><i class=dlt-c8y-icon-caret-back></i> Back</button></div><div class=sub-nav__intro><div class=sub-nav__intro__content><div class=sub-nav__intro__menu><h4 class=m-b-16>AIoT customer success stories</h4>Read real stories from real customers who are using device data to drive their business forward.<p><a href=https://www.cumulocity.com/use-cases/success-stories/ class="btn btn-default btn--accent">Read success stories</a></p></div><div class="bits-line bits-line--fit"></div></div></div><div class=sub-nav__list><div class="sub-nav__menu sub-nav__menu--left"><h6 class="sub-nav__menu__label d-flex a-i-center">Business Initiatives
12<a href=https://www.cumulocity.com/use-cases/business-initiatives/ class="m-l-auto btn btn-default btn-sm">Check all Business Initiatives</a></h6><a href=https://www.cumulocity.com/use-cases/ai-ml-operationalization/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-analytics-builder c8y-icon-duocolor"></i><div><h6>AI/ML Operationalization</h6><div class="text-muted text-xs">Deploy algorithms powered by IoT data, enabling faster decision-making to reduce operating costs.</div></div></a><a href=https://www.cumulocity.com/use-cases/remote-monitoring/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-device-control c8y-icon-duocolor"></i><div><h6>Remote Monitoring</h6><div class="text-muted text-xs">Streamline remote monitoring, enhancing your product reliability and customer satisfaction.</div></div></a><a href=https://www.cumulocity.com/use-cases/predictive-maintenance/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-alarm c8y-icon-duocolor"></i><div><h6>Predictive Maintenance</h6><div class="text-muted text-xs">Look into the future and stop unplanned equipment downtime before it happens.</div></div></a><a href=https://www.cumulocity.com/use-cases/smart-field-services/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-solution-accelerator c8y-icon-duocolor"></i><div><h6>Smart Field Services</h6><div class="text-muted text-xs">Enhance productivity, improve service precision, and boost customer uptime, adding strategic value.</div></div></a><a href=https://www.cumulocity.com/use-cases/vision-ai/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-bulb c8y-icon-duocolor"></i><div><h6>Vision AI</h6><div class="text-muted text-xs">Vision AI teaches machines to “see” and understand the world visually, just like humans do.</div></div></a><a href=https://www.cumulocity.com/use-cases/performance-optimization/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-usage-statistics c8y-icon-duocolor"></i><div><h6>Asset Optimization</h6><div class="text-muted text-xs">Increase OEE and transparency of machine operations, improving customer experiences and revenue generation.</div></div></a></div><div class="sub-nav__menu sub-nav__menu--right"><h6 class=sub-nav__menu__label>Industries</h6><a href=/use-cases/industrial-equipment/ aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Industrial Equipment
13</a><a href=/use-cases/medical-devices/ aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Medical devices
14</a><a href=/use-cases/manufacturing/ aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Manufacturing
15</a><a href=/use-cases/utilities-and-energy/ aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Utilities and Energy
16</a><a href=/use-cases/transport-and-logistic/ aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Transport & Logistics
17</a><a href=/use-cases/retail/ aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Retail
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18Telco</a></div></div></div></li><li class=hasChildren><a class=nav-btn href=https://ecosystem.cumulocity.com/ data-subnav=sub-ecosystem>Ecosystem
19<span class="chevron dlt-c8y-icon-expand-arrow"></span></a><div class=sub-nav id=sub-ecosystem tabindex=-1><div class="back-btn separator-bottom"><button class=close-subnav><i class=dlt-c8y-icon-caret-back></i> Back</button></div><div class=sub-nav__intro><div class=sub-nav__intro__content><h4 class=m-b-16>Ecosystem</h4>Our network of device manufacturers, solution providers, system integrators, and developers will help make your solution creation faster, easier, and highly reliable.<p class=m-t-16><a class="btn btn-default btn--accent" href=https://ecosystem.cumulocity.com>Read more</a></p><div class="bits-line bits-line--fit"></div></div></div><div class=sub-nav__list><div class="sub-nav__menu sub-nav__menu--left"><h6 class="sub-nav__menu__label d-flex a-i-center">Ecosystem</h6><a href='https://ecosystem.cumulocity.com/device-ecosystem/devices/?filter_cumulocity_certified=yes&amp;query_type_cumulocity_certified=and' aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-device-protocols c8y-icon-duocolor"></i><div><h6>Device catalog</h6><div class="text-muted text-xs">Locate certified devices for your IoT needs. They are regularly recertified for reliable integration with Cumulocity.</div></div></a><a href=https://ecosystem.cumulocity.com/developer-portal/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-tools c8y-icon-duocolor"></i><div><h6>Developer portal</h6><div class="text-muted text-xs">Join our vibrant community of developers for helpful articles, guides, and events centered around Cumulocity.</div></div></a><a href=https://partnerlisting.corp.cumulocity.com/ aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-bulb c8y-icon-duocolor"></i><div><h6>Partner catalog</h6><div class="text-muted text-xs">Partner with experts for fast IoT connectivity and solution implementation, with clear offerings for your use case.</div></div></a><a href=https://ecosystem.cumulocity.com/partner-program aria-hidden=true tabindex=-1 class="nav-btn d-flex gap-16"><i class="text-large c8y-icon c8y-icon-management c8y-icon-duocolor"></i><div><h6>Become a partner</h6><div class="text-muted text-xs">Join a community of device manufacturers, solution providers, system integrators, and developers in general.</div></div></a></div><div class="sub-nav__menu sub-nav__menu--right"><h6 class=sub-nav__menu__label>Featured Partners</h6><a href=https://partnerlisting.corp.cumulocity.com/partner/microsoft aria-hidden=true tabindex=-1 class="nav-btn d-flex a-i-center gap-16">Microsoft
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34</nav><nav aria-label=breadcrumbs><ol class=breadcrumbs><li><a href=https://www.cumulocity.com/ title=Home class=p-l-8><i class=dlt-c8y-icon-home></i></a></li><li><a href=https://www.cumulocity.com/resource-library/>Knowledge Hub</a></li><li><a href=https://www.cumulocity.com/blog/ aria-current=location>Blog</a></li></ol></nav><div class="text-center loading-wrapper"><span class=spinner></span></div><main id=content class=main-content data-pagefind-meta=section:Blog><div class="page-header p-b-40"><div class=main-content__container><div class="d-flex-lg grid-row grid-row--top"><div class="col-lg-4 col-12 grid-col"><h1 class=section-title>Blog</h1><span class=section-title-separator><svg viewBox="0 0 293 38" fill="none"><path d="M268.985.611328H256.758V36.0744h12.227V.611328z" fill="currentColor"/><path d="M228.11 36.6898c10.132.0 18.345-8.2133 18.345-18.3449C246.455 8.2133 238.242.0 228.11.0c-10.131.0-18.344 8.2133-18.344 18.3449C209.766 28.4765 217.979 36.6898 228.11 36.6898z" 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fill="currentColor"/></svg></span></div><div class="col-lg-8 col-12 grid-col"><div class=lead><p>What&rsquo;s new and noteworthy in the world of connected devices.</p></div></div></div><div class=nav-filters><div class="d-inline-flex a-i-center gap-16 j-c-center m-r-24-lg"><div class=c8y-select-wrapper><select id=tag-select class=form-control><option disabled selected>Select tag</option><option value=agentic-ai>Agentic Ai</option><option value=ai>Ai</option><option value=ai-agents>Ai Agents</option><option value=aiot>Aiot</option><option value=analyst>Analyst</option><option value=analytics>Analytics</option><option value=asset-performance-management>Asset Performance Management</option><option value=cloud-remote-access>Cloud Remote Access</option><option value=cra>Cra</option><option value=cumulocity>Cumulocity</option><option value=cumulocity-edge>Cumulocity Edge</option><option value=cyber-resilience-act>Cyber Resilience Act</option><option value=cybersecurity>Cybersecurity</option><option value=data-management>Data Management</option><option value=device-connectivity>Device Connectivity</option><option value=device-management>Device Management</option><option value=device-management-app>Device Management App</option><option value=digital-twins>Digital Twins</option><option value=edge>Edge</option><option value=edge-ai>Edge Ai</option><option value=enterprise-grade>Enterprise Grade</option><option value=equipment-as-a-service>Equipment as a Service</option><option value=field-service>Field Service</option><option value=gartner>Gartner</option><option value=gen-ai>Gen Ai</option><option value=iiot>Iiot</option><option value=llm>Llm</option><option value=mcp>Mcp</option><option value=mqtt>Mqtt</option><option value=mqtt-basics>Mqtt Basics</option><option value=mqtt-service>Mqtt Service</option><option value=operations>Operations</option><option value=pay-per-use>Pay per Use</option><option value=platform-services>Platform Services</option><option value=s7-300>S7 300</option><option value=sap>Sap</option><option value=siemens>Siemens</option><option value=smart-field-service>Smart Field Service</option><option value=smart-products>Smart Products</option><option value=sps24>Sps24</option><option value=streaming-analytics>Streaming Analytics</option><option value=thin-edge-io>Thin Edge Io</option><option value=trial>Trial</option><option value=unified-namespace>Unified Namespace</option><option value=uns>Uns</option><option value=vision-ai>Vision Ai</option></select></div></div><div class="d-flex gap-16 j-c-center"><div id=active-filters class="d-flex a-i-center flex-wrap gap-8"></div><button id=clearFilters style=display:none class="btn btn-default btn-default--dark btn-sm a-s-center p-l-4 gap-8"><span class=dlt-c8y-icon-times></span>Clear all</button></div></div><div class=isotope><div class="card blogpost col-12" data-tags="aiot analyst gartner"><div class=card__image><a href=https://www.cumulocity.com/blog/gartner-2026-report-iot-is-not-optional-what-the-emerging-tech-impact-radar-means-for-manufacturing-leaders/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/f/3/f337e702acee9fc53fa73a0929ad14c41de5ee1f_2_690x443.jpeg alt='Gartner® 2026 Report: "IoT Is Not Optional" - What the Emerging Tech Impact Radar Means for Manufacturing Leaders' class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">24 July 2026</p></div><a href=https://www.cumulocity.com/blog/gartner-2026-report-iot-is-not-optional-what-the-emerging-tech-impact-radar-means-for-manufacturing-leaders/ class=link-none><h4 class="m-t-24 m-b-16">Gartner® 2026 Report: "IoT Is Not Optional" - What the Emerging Tech Impact Radar Means for Manufacturing Leaders</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
35</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=aiot><span>aiot</span></button>
36<button class="tag-filter tag" data-filter=analyst><span>analyst</span></button>
37<button class="tag-filter tag" data-filter=gartner><span>gartner</span></button></div></div><div><p class=excerpt>Gartner® has published its 2026 Emerging Tech Impact Radar for Internet of Things in Manufacturing. The report analyses 10 emerging technologies and trends...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/gartner-2026-report-iot-is-not-optional-what-the-emerging-tech-impact-radar-means-for-manufacturing-leaders/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 114</span>
38<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="ai ai-agents aiot data-management operations"><div class=card__image><a href=https://www.cumulocity.com/blog/zero-touch-operations-how-agentic-ai-creates-the-loop-that-gets-you-there/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/7/7/77bc8d5163578a07bc9205f515ff8d68550cf517_2_690x385.jpeg alt="Zero-Touch Operations: How Agentic AI Creates the Loop That Gets You There" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">23 July 2026</p></div><a href=https://www.cumulocity.com/blog/zero-touch-operations-how-agentic-ai-creates-the-loop-that-gets-you-there/ class=link-none><h4 class="m-t-24 m-b-16">Zero-Touch Operations: How Agentic AI Creates the Loop That Gets You There
38</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nikolaus_neuerburg/120/31374_2.png alt=Nikolaus_Neuerburg class=img-circle loading=lazy>
39</span><em class=text-muted>Nikolaus Neuerburg</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=ai><span>ai</span></button>
40<button class="tag-filter tag" data-filter=ai-agents><span>ai-agents</span></button>
41<button class="tag-filter tag" data-filter=aiot><span>aiot</span></button>
42<button class="tag-filter tag" data-filter=data-management><span>data-management</span></button>
43<button class="tag-filter tag" data-filter=operations><span>operations</span></button></div></div><div><p class=excerpt>The long-term vision for industrial operations is compelling: equipment that monitors itself, diagnoses its own failures, and initiates corrective action —...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/zero-touch-operations-how-agentic-ai-creates-the-loop-that-gets-you-there/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 98</span>
44<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=ai><div class=card__image><a href=https://www.cumulocity.com/blog/why-your-next-ai-insight-might-come-from-outside-your-industry/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/2/e/2e78e3c7fc89eaa9a5b68e83efdae28999543b37_2_690x431.jpeg alt="Why your next AI insight might come from outside your industry" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">20 July 2026</p></div><a href=https://www.cumulocity.com/blog/why-your-next-ai-insight-might-come-from-outside-your-industry/ class=link-none><h4 class="m-t-24 m-b-16">Why your next AI insight might come from outside your industry</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/philip_hooker1/120/33422_2.png alt=Philip_Hooker1 class=img-circle loading=lazy>
45</span><em class=text-muted>Philip Hooker</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=ai><span>ai</span></button></div></div><div><p class=excerpt>If you’re running an AIoT initiative, the following questions probably sound familiar. Your devices are connected. Data is flowing. So why is it still hard to...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/why-your-next-ai-insight-might-come-from-outside-your-industry/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 35</span>
46<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=aiot><div class=card__image><a href=https://www.cumulocity.com/blog/why-aiot-is-reshaping-industrial-competition/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/3/e/3e73181dac0292d911efcb4fe3e7538f6c0d6dae_2_690x431.jpeg alt="Why AIoT is reshaping industrial competition" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">16 July 2026</p></div><a href=https://www.cumulocity.com/blog/why-aiot-is-reshaping-industrial-competition/ class=link-none><h4 class="m-t-24 m-b-16">Why AIoT is reshaping industrial competition</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/bernd_gross/120/32304_2.png alt=Bernd_Gross class=img-circle loading=lazy>
47</span><em class=text-muted>Bernd Gross</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=aiot><span>aiot</span></button></div></div><div><p class=excerpt>From data collection to intelligent action: how the convergence of AI and IoT is driving the Age of Zero-Touch Industries and why the window to act with...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/why-aiot-is-reshaping-industrial-compet
47ition/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 89</span>
48<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="ai aiot platform-services"><div class=card__image><a href=https://www.cumulocity.com/blog/can-you-vibe-code-your-own-iot-platform-spoiler-the-apps-yes-the-platform-not-quite/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/e/1/e1f5b4c907c6d6a72025e459cd3ee930d8a01ef1_2_690x436.jpeg alt="Can You Vibe-Code Your Own IoT Platform? (Spoiler: The Apps, Yes. The Platform, Not Quite.)" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">24 June 2026</p></div><a href=https://www.cumulocity.com/blog/can-you-vibe-code-your-own-iot-platform-spoiler-the-apps-yes-the-platform-not-quite/ class=link-none><h4 class="m-t-24 m-b-16">Can You Vibe-Code Your Own IoT Platform? (Spoiler: The Apps, Yes. The Platform, Not Quite.)</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nick_van_damme1/120/31952_2.png alt=Nick_Van_Damme1 class=img-circle loading=lazy>
49</span><em class=text-muted>Nick Van Damme</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=ai><span>ai</span></button>
50<button class="tag-filter tag" data-filter=aiot><span>aiot</span></button>
51<button class="tag-filter tag" data-filter=platform-services><span>platform-services</span></button></div></div><div><p class=excerpt>There is a fascinating, slightly intoxicating idea circulating through executive suites right now: Vibe Coding or AI-assisted development . Armed with a...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/can-you-vibe-code-your-own-iot-platform-spoiler-the-apps-yes-the-platform-not-quite/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 70</span>
52<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="ai ai-agents gen-ai"><div class=card__image><a href=https://www.cumulocity.com/blog/beyond-the-manual-how-generative-ai-is-becoming-a-scalable-production-asset/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/2/0/201632b82f315aa39c31deb436b5156f326dd005_2_690x421.jpeg alt="Beyond the Manual: How Generative AI is becoming a scalable production asset" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">22 June 2026</p></div><a href=https://www.cumulocity.com/blog/beyond-the-manual-how-generative-ai-is-becoming-a-scalable-production-asset/ class=link-none><h4 class="m-t-24 m-b-16">Beyond the Manual: How Generative AI is becoming a scalable production asset</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
53</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=ai><span>ai</span></button>
54<button class="tag-filter tag" data-filter=ai-agents><span>ai-agents</span></button>
55<button class="tag-filter tag" data-filter=gen-ai><span>gen-ai</span></button></div></div><div><p class=excerpt>Industrial manufacturers are evolving beyond basic chatbots to integrate Generative AI as a core operational asset—bridging the expertise gap, reducing...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/beyond-the-manual-how-generative-ai-is-becoming-a-scalable-production-asset/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 44</span>
56<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags><div class=card__image><a href=https://www.cumulocity.com/blog/stop-writing-data-parsers-ai-powered-iot-data-transformation/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/9/6/96d3b48fbce21d58582a18c4c2e6681d95af5c38_2_602x328.jpeg alt="Stop Writing Data Parsers: AI-Powered IoT Data Transformation" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">10 June 2026</p></div><a href=https://www.cumulocity.com/blog/stop-writing-data-parsers-ai-powered-iot-data-transformation/ class=link-none><h4 class="m-t-24 m-b-16">Stop Writing Data Parsers: AI-Powered IoT Data Transformation</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/tal_dunne/120/33328_2.png alt=Tal_Dunne class=img-circle loading=lazy>
57</span><em class=text-muted>
57Tal Dunne</em></div><div><p class=excerpt>How AI Eliminates Fragile Transformation Logic in Modern IoT Pipelines There’s a hidden cost in almost every IoT project, and it rarely shows up in the initial...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/stop-writing-data-parsers-ai-powered-iot-data-transformation/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 80</span>
58<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="agentic-ai streaming-analytics"><div class=card__image><a href=https://www.cumulocity.com/blog/why-your-llm-shouldnt-read-iot-telemetry-and-what-to-do-instead/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/5/8/581cf55ad3aece6566440f7388bb4b1db8175c65_2_690x431.jpeg alt="Why Your LLM Shouldn't Read IoT Telemetry (And What to Do Instead)" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">29 May 2026</p></div><a href=https://www.cumulocity.com/blog/why-your-llm-shouldnt-read-iot-telemetry-and-what-to-do-instead/ class=link-none><h4 class="m-t-24 m-b-16">Why Your LLM Shouldn't Read IoT Telemetry (And What to Do Instead)</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nick_van_damme1/120/31952_2.png alt=Nick_Van_Damme1 class=img-circle loading=lazy>
59</span><em class=text-muted>Nick Van Damme</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=agentic-ai><span>agentic-ai</span></button>
60<button class="tag-filter tag" data-filter=streaming-analytics><span>streaming-analytics</span></button></div></div><div><p class=excerpt>Stop Feeding IoT Telemetry Directly Into Your LLM Right now, there is a massive push from enterprise leadership to connect overarching AI orchestrators—like...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/why-your-llm-shouldnt-read-iot-telemetry-and-what-to-do-instead/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 177</span>
61<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="ai aiot cumulocity mcp"><div class=card__image><a href=https://www.cumulocity.com/blog/ai-assisted-development-with-iot-data/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/5/b/5b8499bf8c0228e35f77cfbd09da680963faef6b_2_690x445.png alt="AI-Assisted Development with IoT Data" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">21 May 2026</p></div><a href=https://www.cumulocity.com/blog/ai-assisted-development-with-iot-data/ class=link-none><h4 class="m-t-24 m-b-16">AI-Assisted Development with IoT Data</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/warren_delay/120/32804_2.png alt=Warren_DeLay class=img-circle loading=lazy>
62</span><em class=text-muted>Warren DeLay</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=ai><span>ai</span></button>
63<button class="tag-filter tag" data-filter=aiot><span>aiot</span></button>
64<button class="tag-filter tag" data-filter=cumulocity><span>cumulocity</span></button>
65<button class="tag-filter tag" data-filter=mcp><span>mcp</span></button></div></div><div><p class=excerpt>Generating Custom IoT Widgets Using Natural Language There’s a moment every engineering team hits when building their first AI-powered IoT application. It...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/ai-assisted-development-with-iot-data/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 132</span>
66<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=aiot><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">15 May 2026</p></div><a href=https://www.cumulocity.com/blog/grounding-aiot-in-physical-truth-with-cumulocity/ class=link-none><h4 class="m-t-24 m-b-16">
66Grounding AIoT in Physical Truth with Cumulocity</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/warren_delay/120/32804_2.png alt=Warren_DeLay class=img-circle loading=lazy>
67</span><em class=text-muted>Warren DeLay</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=aiot><span>aiot</span></button></div></div><div><p class=excerpt>As AIoT adoption accelerates, many teams are taking a seemingly simple approach: pointing AI agents or LLMs directly at AIoT platform APIs like Cumulocity. The...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/grounding-aiot-in-physical-truth-with-cumulocity/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 54</span>
68<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="aiot cumulocity-edge edge-ai"><div class=card__image><a href=https://www.cumulocity.com/blog/calculating-the-competitive-edge/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/4/0/407cdb0cbf3368c03cf7bdc58253a672c67ca0e3_2_690x443.jpeg alt="Calculating the Competitive Edge" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">8 April 2026</p></div><a href=https://www.cumulocity.com/blog/calculating-the-competitive-edge/ class=link-none><h4 class="m-t-24 m-b-16">Calculating the Competitive Edge</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
69</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=aiot><span>aiot</span></button>
70<button class="tag-filter tag" data-filter=cumulocity-edge><span>cumulocity-edge</span></button>
71<button class="tag-filter tag" data-filter=edge-ai><span>edge-ai</span></button></div></div><div><p class=excerpt>Why Distributed Intelligence is a Matter of Survival for Modern OEMs Processing data at the source – how distributed intelligence secures proprietary IP and...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/calculating-the-competitive-edge/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 53</span>
72<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=mqtt-basics><div class=card__image><a href=https://www.cumulocity.com/blog/simplifying-iot/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/a/f/af558b8f4720a341bbd60b6afacb4e8cc29b6598_2_690x443.jpeg alt="Simplifying IoT" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">7 April 2026</p></div><a href=https://www.cumulocity.com/blog/simplifying-iot/ class=link-none><h4 class="m-t-24 m-b-16">Simplifying IoT</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/jane_porter1/120/32012_2.png alt=Jane_Porter1 class=img-circle loading=lazy>
73</span><em class=text-muted>Jane Porter</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=mqtt-basics><span>mqtt-basics</span></button></div></div><div><p class=excerpt>MQTT for Scalable, Secure, and Flexible Device Communication Large-scale IoT deployments often bring unnecessary complexity. Devices must be configured,...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/simplifying-iot/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 50</span>
74<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="cumulocity device-connectivity s7-300 siemens thin-edge-io"><div class=card__image><a href=https://www.cumulocity.com/blog/connecting-industrial-equipment-with-the-cumulocity-protocol-gateway/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/c/c/ccd2f55ff90396d8661eaa90d52033e1bfdcb55b_2_690x363.jpeg alt="Connecting industrial equipment with the Cumulocity Protocol Gateway" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">31 March 2026</p></div><a href=https://www.cumulocity.com/blog/connecting-industrial-equipment-with-the-cumulocity-protocol-gateway/ class=link-none><h4 class="m-t-24 m-b-16">Connecting industrial equipment with the Cumulocity Protocol Gateway</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/tobias_sommer/120/31953_2.png alt=Tobias_Sommer class=img-circle loading=lazy>
75</span><em class=text-muted>Tobias Sommer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cumulocity><span>cumulocity</span></button>
76<button class="tag-filter tag" data-filter=device-connectivity><span>device-connectivity</span></button>
77<button class="tag-filter tag" data-filter=s7-300><span>s7-300</span></button>
78<button class="tag-filter tag" data-filter=siemens><span>siemens</span></button>
79<button class="tag-filter tag" data-filter=thin-edge-io><span>thin-edge-io</span></button></div></div><div><p class=excerpt>The S7-300 is dead. Long live the S7-300. October 2025 marked the “beginning of the end” for a titan of industrial automation. Siemens officially began...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/connecting-industrial-equipment-with-the-cumulocity-protocol-gateway/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 120</span>
80<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="device-connectivity mqtt mqtt-basics mqtt-service"><div class=card__image><a href=https://www.cumulocity.com/blog/scaling-iot-with-mqtt/>
80<img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/c/4/c417ff61718174e4bf4fec0f315c1730c03efa77_2_690x443.jpeg alt="Scaling IoT with MQTT" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">30 March 2026</p></div><a href=https://www.cumulocity.com/blog/scaling-iot-with-mqtt/ class=link-none><h4 class="m-t-24 m-b-16">Scaling IoT with MQTT</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/scott_mitchell1/120/19493_2.png alt=Scott_Mitchell1 class=img-circle loading=lazy>
81</span><em class=text-muted>Scott Mitchell</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=device-connectivity><span>device-connectivity</span></button>
82<button class="tag-filter tag" data-filter=mqtt><span>mqtt</span></button>
83<button class="tag-filter tag" data-filter=mqtt-basics><span>mqtt-basics</span></button>
84<button class="tag-filter tag" data-filter=mqtt-service><span>mqtt-service</span></button></div></div><div><p class=excerpt>Building for Millions of Devices, Not Dozens As IoT adoption matures, scaling is no longer an aspiration; it’s a survival requirement. Connecting thousands of...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/scaling-iot-with-mqtt/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 51</span>
85<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="cumulocity trial"><div class=card__image><a href=https://www.cumulocity.com/blog/evaluating-an-aiot-platform-here-s-what-to-expect-from-a-cumulocity-trial/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/2/0/20ac739204e291102a406796ee909e86bb3eafe6_2_690x431.jpeg alt="Evaluating an AIoT platform? Here’s what to expect from a Cumulocity trial" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">30 March 2026</p></div><a href=https://www.cumulocity.com/blog/evaluating-an-aiot-platform-here-s-what-to-expect-from-a-cumulocity-trial/ class=link-none><h4 class="m-t-24 m-b-16">Evaluating an AIoT platform? Here’s what to expect from a Cumulocity trial</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nadia_rusenova/120/31959_2.png alt=Nadia_Rusenova class=img-circle loading=lazy>
86</span><em class=text-muted>Nadia Rusenova</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cumulocity><span>cumulocity</span></button>
87<button class="tag-filter tag" data-filter=trial><span>trial</span></button></div></div><div><p class=excerpt>Evaluating an AIoT platform is more than a feature comparison. Your team needs to understand how the platform can deliver on your operational goals and whether...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/evaluating-an-aiot-platform-here-s-what-to-expect-from-a-cumulocity-trial/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 44</span>
88<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="device-connectivity mqtt mqtt-basics mqtt-service"><div class=card__image><a href=https://www.cumulocity.com/blog/beyond-the-broker/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/5/7/57197f06427b65e6d94ea9a651a16b72040d0a70_2_690x443.jpeg alt="Bey
88ond the Broker" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">25 March 2026</p></div><a href=https://www.cumulocity.com/blog/beyond-the-broker/ class=link-none><h4 class="m-t-24 m-b-16">Beyond the Broker</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/matthew_johnson/120/22724_2.png alt=Matthew_Johnson class=img-circle loading=lazy>
89</span><em class=text-muted>Matthew Johnson</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=device-connectivity><span>device-connectivity</span></button>
90<button class="tag-filter tag" data-filter=mqtt><span>mqtt</span></button>
91<button class="tag-filter tag" data-filter=mqtt-basics><span>mqtt-basics</span></button>
92<button class="tag-filter tag" data-filter=mqtt-service><span>mqtt-service</span></button></div></div><div><p class=excerpt>Designing for AIoT Scale with MQTT MQTT was originally designed to solve a relatively simple problem: reliably collecting data from remote devices and...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/beyond-the-broker/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 54</span>
93<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="device-connectivity mqtt mqtt-basics mqtt-service"><div class=card__image><a href=https://www.cumulocity.com/blog/securing-iot-messaging-with-mqtt/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/8/6/86ee7c20eda2817ef3ca2571e9eab37ffadf0874_2_690x443.jpeg alt="Securing IoT Messaging with MQTT" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">23 March 2026</p></div><a href=https://www.cumulocity.com/blog/securing-iot-messaging-with-mqtt/ class=link-none><h4 class="m-t-24 m-b-16">Securing IoT Messaging with MQTT</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/jane_porter1/120/32012_2.png alt=Jane_Porter1 class=img-circle loading=lazy>
94</span><em class=text-muted>Jane Porter</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=device-connectivity><span>device-connectivity</span></button>
95<button class="tag-filter tag" data-filter=mqtt><span>mqtt</span></button>
96<button class="tag-filter tag" data-filter=mqtt-basics><span>mqtt-basics</span></button>
97<button class="tag-filter tag" data-filter=mqtt-service><span>mqtt-service</span></button></div></div><div><p class=excerpt>Protecting Millions of Devices, Not Just Connections As IoT expands from thousands to millions of devices, every connection becomes both valuable and...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/securing-iot-messaging-with-mqtt/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 62</span>
98<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="device-connectivity mqtt mqtt-basics mqtt-service"><div class=card__image><a href=https://www.cumulocity.com/blog/scaling-intelligence/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/e/4/e426fabef71935de3886c23d9ff2d8761e99c311_2_690x418.jpeg alt="Scaling Intelligence" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">18 March 2026</p></div><a href=https://www.cumulocity.com/blog/scaling-intelligence/ class=link-none><h4 class="m-t-24 m-b-16">Scaling Intelligence</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/scott_mitchell1/120/19493_2.png alt=Scott_Mitchell1 class=img-circle loading=lazy>
99</span><em class=text-muted>Scott Mitchell</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=device-connectivity><span>device-connectivity</span></button>
100<button class="tag-filter tag" data-filter=mqtt><span>mqtt</span></button>
101<button class="tag-filter tag" data-filter=mqtt-basics><span>mqtt-basics</span></button>
102<button class="tag-filter tag" data-filter=mqtt-service><span>mqtt-service</span></button></div></div><div><p class=excerpt>Why MQTT is the Backbone of AIoT Engineering For software engineers, the ideal protocol provides a precise specification that eliminates ambiguity while...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/scaling-intelligence/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 67</span>
103<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="device-connectivity mqtt mqtt-basics mqtt-service"><div class=card__image><a href=https://www.cumulocity.com/blog/secure-scalable-developer-friendly/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/e/9/e9c549e29e47aaf16cbbc5e0dd8c9b39684c347d_2_690x443.jpeg alt="Secure. Scalable. Developer-Friendly" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">16 March 2026</p></div><a href=https://www.cumulocity.com/blog/secure-scalable-developer-friendly/ class=link-none><h4 class="m-t-24 m-b-16">Secure. Scalable. Developer-Friendly</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/warren_delay/120/32804_2.png alt=Warren_DeLay class=img-circle loading=lazy>
104</span><em class=text-muted>Warren DeLay</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=device-connectivity><span>device-connectivity</span></button>
105<button class="tag-filter tag" data-filter=mqtt><span>mqtt</span></button>
106<button class="tag-filter tag" data-filter=mqtt-basics><span>mqtt-basics</span></button>
107<button class="tag-filter tag" data-filter=mqtt-service><span>mqtt-service</span></button></div></div><div><p class=excerpt>Introducing the New Cumulocity MQTT Service The future of IoT demands more than just connectivity; it demands scalability, security, and developer freedom....</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/secure-scalable-developer-friendly/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 115</span>
108<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="field-service smart-field-service"><div class=card__image><a href=https://www.cumulocity.com/blog/reducing-downtime-accelerating-service-when-iot-meets-field-service-management/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/8/4/842f1e4f1f8b37db8b7ccb1126b9604c39e410f4_2_690x399.jpeg alt="Reducing Downtime, Accelerating Service: When IoT Meets Field Service Management" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">3 March 2026</p></div><a href=https://www.cumulocity.com/blog/reducing-downtime-accelerating-service-when-iot-meets-field-service-management/ class=link-none><h4 class="m-t-24 m-b-16">Reducing Downtime, Accelerating Service: When IoT Meets Field Service Management</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
109</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=field-service><span>field-service</span></button>
110<button class="tag-filter tag" data-filter=smart-field-service><span>smart-field-service</span></button></div></div><div><p class=excerpt>Connecting operational signals with service execution - so technicians arrive informed, prepared, and ready to fix the issue on the first visit. C
110onnecting IoT...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/reducing-downtime-accelerating-service-when-iot-meets-field-service-management/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 54</span>
111<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=aiot><div class=card__image><a href=https://www.cumulocity.com/blog/building-intelligence-at-scale-how-aiot-is-transforming-industrial-iot/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/6/0/60c903cd783b3d44d03ead1e574a11beedb5b10c_2_690x380.jpeg alt="Building Intelligence at Scale: How AIoT Is Transforming Industrial IoT" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">29 January 2026</p></div><a href=https://www.cumulocity.com/blog/building-intelligence-at-scale-how-aiot-is-transforming-industrial-iot/ class=link-none><h4 class="m-t-24 m-b-16">Building Intelligence at Scale: How AIoT Is Transforming Industrial IoT</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
112</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=aiot><span>aiot</span></button></div></div><div><p class=excerpt>AIoT turns connected equipment into decision-ready systems – and Cumulocity helps manufacturers operationalize AI from edge to cloud. Industrial IoT has...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/building-intelligence-at-scale-how-aiot-is-transforming-industrial-iot/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 102</span>
113<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags><div class=card__image><a href=https://www.cumulocity.com/blog/data-contextualization-making-your-iot-data-actionable/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/9/b/9bed5db8781fe1c08b38ae8ef7730fbff9c537fc_2_500x500.jpeg alt="Data Contextualization: Making Your IoT Data Actionable" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">22 December 2025</p></div><a href=https://www.cumulocity.com/blog/data-contextualization-making-your-iot-data-actionable/ class=link-none><h4 class="m-t-24 m-b-16">Data Contextualization: Making Your IoT Data Actionable</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/rahul_talreja/120/32571_2.png alt=Rahul_Talreja class=img-circle loading=lazy>
114</span><em class=text-muted>Rahul Talreja</em></div><div><p class=excerpt>In complex IoT deployments, raw sensor data is only the starting point. A solar inverter might report that it’s generating 25 kW, but on its own, that number...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/data-contextualization-making-your-iot-data-actionable/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 66</span>
115<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div>
115<div class="card blogpost col-12" data-tags="cyber-resilience-act cybersecurity"><div class=card__image><a href=https://www.cumulocity.com/blog/building-resilience-how-the-cyber-resilience-act-is-shaping-the-future-of-industrial-manufacturing/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/c/5/c5366a158548007af0211e749d06d3b253ce180d_2_690x380.jpeg alt="Building Resilience: How the Cyber Resilience Act is shaping the future of industrial manufacturing" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">16 December 2025</p></div><a href=https://www.cumulocity.com/blog/building-resilience-how-the-cyber-resilience-act-is-shaping-the-future-of-industrial-manufacturing/ class=link-none><h4 class="m-t-24 m-b-16">Building Resilience: How the Cyber Resilience Act is shaping the future of industrial manufacturing</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
116</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cyber-resilience-act><span>cyber-resilience-act</span></button>
117<button class="tag-filter tag" data-filter=cybersecurity><span>cybersecurity</span></button></div></div><div><p class=excerpt>Learn how the EU’s Cyber Resilience Act is redefining industrial cybersecurity – and how Cumulocity empowers global manufacturers to stay ahead. The...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/building-resilience-how-the-cyber-resilience-act-is-shaping-the-future-of-industrial-manufacturing/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 78</span>
118<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="equipment-as-a-service pay-per-use"><div class=card__image><a href=https://www.cumulocity.com/blog/from-product-to-performance-pay-per-use-in-mechanical-engineering/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/1/6/165207cdc84444b23558a2b54575f15e30a49c7c_2_690x459.jpeg alt="From Product to Performance: Pay-per-use in Mechanical Engineering" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">25 November 2025</p></div><a href=https://www.cumulocity.com/blog/from-product-to-performance-pay-per-use-in-mechanical-engineering/ class=link-none><h4 class="m-t-24 m-b-16">From Product to Performance: Pay-per-use in Mechanical Engineering</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
119</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=equipment-as-a-service><span>equipment-as-a-service</span></button>
120<button class="tag-filter tag" data-filter=pay-per-use><span>pay-per-use</span></button></div></div><div><p class=excerpt>Mechanical engineering is undergoing structural change: the focus is no longer on owning a machine, but on its demonstrable performance. Pay-per-use shifts...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/from-product-to-performance-pay-per-use-in-mechanical-engineering/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 52</span>
121<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="ai analytics cumulocity device-connectivity thin-edge-io vision-ai"><div class=card__image><a href=https://www.cumulocity.com/blog/vision-ai-the-next-generation-industrial-sensor-why-it-matters-and-how-cumulocity-scales-it/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/6/a/6adcee249e9d961f005dda4a69240322599f016b_2_500x500.jpeg alt="Vision AI the next generation Industrial Sensor: Why It Matters and How Cumulocity Scales It" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">17 November 2025</p></div><a href=https://www.cumulocity.com/blog/vision-ai-the-next-generation-industrial-sensor-why-it-matters-and-how-cumulocity-scales-it/ class=link-none><h4 class="m-t-24 m-b-16">Vision AI the next generation Industrial Sensor: Why It Matters and How Cumulocity Scales It</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/tobias_sommer/120/31953_2.png alt=Tobias_Sommer class=img-circle loading=lazy>
122</span><em class=text-muted>Tobias Sommer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=ai><span>ai</span></button>
123<button class="tag-filter tag" data-filter=analytics><span>analytics</span></button>
124<button class="tag-filter tag" data-filter=cumulocity><span>cumulocity</span></button>
125<button class="tag-filter tag" data-filter=device-connectivity><span>device-connectivity</span></button>
126<button class="tag-filter tag" data-filter=thin-edge-io><span>thin-edge-io</span></button>
127<button class="tag-filter tag" data-filter=vision-ai>
127<span>vision-ai</span></button></div></div><div><p class=excerpt>In the world of Industrial IoT, we’ve long relied on traditional sensors to measure temperature, pressure, and vibration. Now, a powerful new data source is...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/vision-ai-the-next-generation-industrial-sensor-why-it-matters-and-how-cumulocity-scales-it/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 120</span>
128<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="agentic-ai ai ai-agents aiot"><div class=card__image><a href=https://www.cumulocity.com/blog/aiot-explained-why-analytics-ai-and-agentic-ai-are-different-and-why-both-matter-for-your-industrial-operations/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/f/d/fd47dcf8d87c1a3b6ff6b32b559f0b774e8394d5_2_690x354.jpeg alt="AIoT Explained: Why Analytics AI and Agentic AI Are Different and Why Both Matter for Your Industrial Operations" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">14 October 2025</p></div><a href=https://www.cumulocity.com/blog/aiot-explained-why-analytics-ai-and-agentic-ai-are-different-and-why-both-matter-for-your-industrial-operations/ class=link-none><h4 class="m-t-24 m-b-16">AIoT Explained: Why Analytics AI and Agentic AI Are Different and Why Both Matter for Your Industrial Operations</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nikolaus_neuerburg/120/31374_2.png alt=Nikolaus_Neuerburg class=img-circle loading=lazy>
129</span><em class=text-muted>Nikolaus Neuerburg</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=agentic-ai><span>agentic-ai</span></button>
130<button class="tag-filter tag" data-filter=ai><span>ai</span></button>
131<button class="tag-filter tag" data-filter=ai-agents><span>ai-agents</span></button>
132<button class="tag-filter tag" data-filter=aiot><span>aiot</span></button></div></div><div><p class=excerpt>We’re standing at the threshold of what Amy Webb and Sam Jordan call “ The Era of Living Intelligence ”—a new technology supercycle where AI, robotics,...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/aiot-explained-why-analytics-ai-and-agentic-ai-are-different-and-why-both-matter-for-your-industrial-operations/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 422</span>
133<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=digital-twins><div class=card__image><a href=https://www.cumulocity.com/blog/understanding-digital-twins/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/d/b/dbec86351cced6a1817ac1a9b8b5b0f56824f95a_2_690x330.jpeg alt="Understanding Digital Twins" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">6 October 2025</p></div><a href=https://www.cumulocity.com/blog/understanding-digital-twins/ class=link-none><h4 class="m-t-24 m-b-16">Understanding Digital Twins</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/rahul_talreja/120/32571_2.png alt=Rahul_Talreja class=img-circle loading=lazy>
134</span><em class=text-muted>Rahul Talreja</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=digital-twins><span>digital-twins</span></button></div></div><div><p class=excerpt>Have you ever wished you could know exactly what’s happening with a machine, a building, or even an entire city without being there? Imagine having a perfect,...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/understanding-digital-twins/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 174</span>
135<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div>
135<div class="card blogpost col-12" data-tags="cra cyber-resilience-act"><div class=card__image><a href=https://www.cumulocity.com/blog/cra-compliance-for-connected-products-part-2-building-cra-compliant-connected-products/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/5/5/5593f0d5e6d76ac1fb61cb1e2c1d04b5e513b29a_2_690x490.jpeg alt="CRA Compliance for Connected Products (Part 2): Building CRA-Compliant Connected Products" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">1 October 2025</p></div><a href=https://www.cumulocity.com/blog/cra-compliance-for-connected-products-part-2-building-cra-compliant-connected-products/ class=link-none><h4 class="m-t-24 m-b-16">CRA Compliance for Connected Products (Part 2): Building CRA-Compliant Connected Products</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nikolaus_neuerburg/120/31374_2.png alt=Nikolaus_Neuerburg class=img-circle loading=lazy>
136</span><em class=text-muted>Nikolaus Neuerburg</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cra><span>cra</span></button>
137<button class="tag-filter tag" data-filter=cyber-resilience-act><span>cyber-resilience-act</span></button></div></div><div><p class=excerpt>This is Part 2 of the CRA compliance guide. If you haven’t read Part 1: Understanding Requirements and Planning Your Journey , we recommend starting there to...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/cra-compliance-for-connected-products-part-2-building-cra-compliant-connected-products/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 272</span>
138<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="cra cyber-resilience-act"><div class=card__image><a href=https://www.cumulocity.com/blog/cra-compliance-for-connected-products-part-1-understanding-requirements-and-planning-your-journey/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/3/5/3529093aec8742c727ef71cbf61227d50e74c604_2_689x347.jpeg alt="CRA Compliance for Connected Products (Part 1): Understanding Requirements and Planning Your Journey" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">1 October 2025</p></div><a href=https://www.cumulocity.com/blog/cra-compliance-for-connected-products-part-1-understanding-requirements-and-planning-your-journey/ class=link-none><h4 class="m-t-24 m-b-16">CRA Compliance for Connected Products (Part 1): Understanding Requirements and Planning Your Journey</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nikolaus_neuerburg/120/31374_2.png alt=Nikolaus_Neuerburg class=img-circle loading=lazy>
139</span><em class=text-muted>Nikolaus Neuerburg</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cra><span>cra</span></button>
140<button class="tag-filter tag" data-filter=cyber-resilience-act><span>cyber-resilience-act</span></button></div></div><div><p class=excerpt>This is Part 1 of the CRA compliance guide. In this article, we explore the regulatory landscape and practical compliance strategies. For technical...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/cra-compliance-for-connected-products-part-1-understanding-requirements-and-planning-your-journey/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 556</span>
141<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="cloud-remote-access device-management device-management-app"><div class=card__image><a href=https://www.cumulocity.com/blog/industrial-remote-access-why-your-vpn-is-a-security-risk-and-a-budget-drain/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/3/3/3372127da209a1624bec8ddbf8713c29d2bbd0f2_2_689x294.jpeg alt="Industrial Remote Access: Why Your VPN Is a Security Risk and a Budget Drain" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">10 September 2025</p></div><a href=https://www.cumulocity.com/blog/industrial-remote-access-why-your-vpn-is-a-security-risk-and-a-budget-drain/ class=link-none><h4 class="m-t-24 m-b-16">Industrial Remote Access: Why Your VPN Is a Security Risk and a Budget Drain</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/aaron_raab/120/32010_2.png alt=Aaron_Raab class=img-circle loading=lazy>
142</span><em class=text-muted>Aaron Raab</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cloud-remote-access><span>cloud-remote-access</span></button>
143<button class="tag-filter tag" data-filter=device-management><span>device-management</span></button>
144<button class="tag-filter tag" data-filter=device-management-app><span>device-management-app</span></button></div></div><div><p class=excerpt>The Problem You get the call: a critical asset at a remote substation is down. The next OT engineer is a thousand miles away. The plan? Have them connect via...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/industrial-remote-access-why-your-vpn-is-a-security-risk-and-a-budget-drain/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 328</span>
145<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div>
145<div class="card blogpost col-12" data-tags=cyber-resilience-act><div class=card__image><a href=https://www.cumulocity.com/blog/what-smart-equipment-manufacturers-need-to-know-about-the-eu-cyber-resilience-act/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/2/5/256f68222472918cf3e5e7bc27d7d74c6c20494d_2_690x318.jpeg alt="What Smart Equipment Manufacturers need to know about the EU Cyber Resilience Act" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">21 August 2025</p></div><a href=https://www.cumulocity.com/blog/what-smart-equipment-manufacturers-need-to-know-about-the-eu-cyber-resilience-act/ class=link-none><h4 class="m-t-24 m-b-16">What Smart Equipment Manufacturers need to know about the EU Cyber Resilience Act</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/warren_delay/120/32804_2.png alt=Warren_DeLay class=img-circle loading=lazy>
146</span><em class=text-muted>Warren DeLay</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cyber-resilience-act><span>cyber-resilience-act</span></button></div></div><div><p class=excerpt>Connected products are no longer a niche. They’re embedded in everything from factory floors to hospital wards. But as we race ahead with digital innovation,...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/what-smart-equipment-manufacturers-need-to-know-about-the-eu-cyber-resilience-act/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 33</span>
147<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=cumulocity><div class=card__image><a href=https://www.cumulocity.com/blog/a-new-chapter-for-cumulocity-building-an-aiot-powerhouse/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/f/0/f04361fe4eaea6c1139dba3880c7905e2c02d057_2_690x318.jpeg alt="A New Chapter for Cumulocity: Building an AIoT Powerhouse" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">12 August 2025</p></div><a href=https://www.cumulocity.com/blog/a-new-chapter-for-cumulocity-building-an-aiot-powerhouse/ class=link-none><h4 class="m-t-24 m-b-16">A New Chapter for Cumulocity: Building an AIoT Powerhouse</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/bernd_gross/120/32304_2.png alt=Bernd_Gross class=img-circle loading=lazy>
148</span><em class=text-muted>Bernd Gross</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cumulocity><span>cumulocity</span></button></div></div><div><p class=excerpt>I recently sat down with Christof Kerkmann from Handelsblatt to talk about the future of Cumulocity and the role AI and IoT is playing in the next wave of...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/a-new-chapter-for-cumulocity-building-an-aiot-powerhouse/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 65</span>
149<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=edge><div class=card__image><a href=https://www.cumulocity.com/blog/gartner-research-find-the-right-ecosystem-to-succeed-at-the-edge/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/f/9/f9bbe716fb97ce9f286761cdfff019d9f61e33f1_2_690x318.jpeg alt="Gartner research: Find the right ecosystem to succeed at the edge" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">24 July 2025</p></div><a href=https://www.cumulocity.com/blog/gartner-research-find-the-right-ecosystem-to-succeed-at-the-edge/ class=link-none><h4 class="m-t-24 m-b-16">Gartner research: Find the right ecosystem to succeed at the edge</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/alex_grawe/120/32796_2.png alt=Alex_Grawe class=img-circle loading=lazy>
150</span><em class=text-muted>Alex Grawe</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=edge><span>Edge</span></button></div></div><div><p class=excerpt>Enterprise usage of edge computing is growing, and the requirements of Edge AI only makes the needs stronger. According to re
150cent research from Gartner 1 , the...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/gartner-research-find-the-right-ecosystem-to-succeed-at-the-edge/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 106</span>
151<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="unified-namespace uns"><div class=card__image><a href=https://www.cumulocity.com/blog/unified-namespaces-in-iot-revolutionary-approach-or-expensive-money-pit/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/7/8/78c77216e8030b8b2a2485caea8fae650e53cda7_2_690x402.jpeg alt="Unified Namespaces in IoT: Revolutionary Approach or Expensive Money Pit?" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">11 June 2025</p></div><a href=https://www.cumulocity.com/blog/unified-namespaces-in-iot-revolutionary-approach-or-expensive-money-pit/ class=link-none><h4 class="m-t-24 m-b-16">Unified Namespaces in IoT: Revolutionary Approach or Expensive Money Pit?</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nikolaus_neuerburg/120/31374_2.png alt=Nikolaus_Neuerburg class=img-circle loading=lazy>
152</span><em class=text-muted>Nikolaus Neuerburg</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=unified-namespace><span>unified-namespace</span></button>
153<button class="tag-filter tag" data-filter=uns><span>uns</span></button></div></div><div><p class=excerpt>The promise of Unified Namespace, short UNS, is intoxicating: imagine every sensor, every machine, every system in your organization speaking the same data...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/unified-namespaces-in-iot-revolutionary-approach-or-expensive-money-pit/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 463</span>
154<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 3</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="aiot asset-performance-management"><div class=card__image><a href=https://www.cumulocity.com/blog/enhance-asset-management-with-ai-and-iot/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/d/3/d30bd04a8769371b18d3bf349a76ad4ef045db08_2_690x318.jpeg alt="Enhance Asset Management with AI and IoT" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">10 June 2025</p></div><a href=https://www.cumulocity.com/blog/enhance-asset-management-with-ai-and-iot/ class=link-none><h4 class="m-t-24 m-b-16">Enhance Asset Management with AI and IoT</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/alex_grawe/120/32796_2.png alt=Alex_Grawe class=img-circle loading=lazy>
155</span><em class=text-muted>Alex Grawe</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=aiot><span>aiot</span></button>
156<button class="tag-filter tag" data-filter=asset-performance-management><span>asset-performance-management</span></button></div></div><div><p class=excerpt>Leveraging AI and IoT for enhanced Asset Performance Management Novel solutions for asset performance management are transforming industries, driven by...</p><div class="d-flex a-i-center j-c-between m-t-16">
156<a href=https://www.cumulocity.com/blog/enhance-asset-management-with-ai-and-iot/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 142</span>
157<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=cybersecurity><div class=card__image><a href=https://www.cumulocity.com/blog/5-iot-security-threats-to-watch/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/1/8/18071f6d3af6340a0930a8848ec4a01e8fd89095_2_690x318.jpeg alt="5 IoT security threats to watch" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">23 April 2025</p></div><a href=https://www.cumulocity.com/blog/5-iot-security-threats-to-watch/ class=link-none><h4 class="m-t-24 m-b-16">5 IoT security threats to watch</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nikolaus_neuerburg/120/31374_2.png alt=Nikolaus_Neuerburg class=img-circle loading=lazy>
158</span><em class=text-muted>Nikolaus Neuerburg</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cybersecurity><span>cybersecurity</span></button></div></div><div><p class=excerpt>The rise of connected equipment has expanded the threat landscape for industrial operations dramatically. Organizations will deploy tens of billions of IoT...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/5-iot-security-threats-to-watch/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 22</span>
159<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="ai ai-agents analytics cumulocity gen-ai llm"><div class=card__image><a href=https://www.cumulocity.com/blog/supercharging-iot-with-agentic-systems-the-model-context-protocol-mcp/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/c/5/c5273ba3d105a087f4ad112fa9102ff3cb76f27a_2_690x317.jpeg alt="Supercharging IoT with Agentic Systems: The Model Context Protocol (MCP)" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">15 April 2025</p></div><a href=https://www.cumulocity.com/blog/supercharging-iot-with-agentic-systems-the-model-context-protocol-mcp/ class=link-none><h4 class="m-t-24 m-b-16">Supercharging IoT with Agentic Systems: The Model Context Protocol (MCP)</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/nikolaus_neuerburg/120/31374_2.png alt=Nikolaus_Neuerburg class=img-circle loading=lazy>
160</span><em class=text-muted>Nikolaus Neuerburg</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=ai><span>ai</span></button>
161<button class="tag-filter tag" data-filter=ai-agents><span>ai-agents</span></button>
162<button class="tag-filter tag" data-filter=analytics><span>analytics</span></button>
163<button class="tag-filter tag" data-filter=cumulocity><span>cumulocity</span></button>
164<button class="tag-filter tag" data-filter=gen-ai><span>gen-ai</span></button>
165<button class="tag-filter tag" data-filter=llm><span>llm</span></button></div></div><div><p class=excerpt>Supercharging IoT with Agentic Systems: The Model Context Protocol (MCP) TL;DR The Model Context Protocol (MCP) enables AI agents to directly interact with IoT...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/supercharging-iot-with-agentic-systems-the-model-context-protocol-mcp/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 672</span>
166<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="asset-performance-management data-management device-management"><div class=card__image><a href=https://www.cumulocity.com/blog/it-takes-a-village-revolutionizing-industrial-asset-management/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/2/3/232b755e8b2a0bc2598504681d77482d3796b984_2_690x318.jpeg alt="It takes a village: revolutionizing industrial asset management" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">14 April 2025</p></div><a href=https://www.cumulocity.com/blog/it-takes-a-village-revolutionizing-industrial-asset-management/ class=link-none><h4 class="m-t-24 m-b-16">It takes a village: revolutionizing industrial asset management</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/martinscholz/120/32952_2.png alt=martinscholz class=img-circle loading=lazy>
167</span><em class=text-muted>martinscholz</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=asset-performance-management><span>asset-performance-management</span></button>
168<button class="tag-filter tag" data-filter=data-management><span>data-management</span></button>
169<button class="tag-filter tag" data-filter=device-management><span>device-management</span></button></div></div><div><p class=excerpt>We all know that small things can have a big impact. For the operators of conveyance equipment, those small things include debris that get stuck to the...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/it-takes-a-village-revolutionizing-industrial-asset-management/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 28</span>
170<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=enterprise-grade><div class=card__image><a href=https://www.cumulocity.com/blog/what-makes-an-aiot-platform-enterprise-grade/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/0/b/0bb3a0bb5760779f8562521ba1b6a9cb01a1d724_2_690x318.jpeg alt="What makes an AIoT platform enterprise grade?" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">12 December 2024</p></div><a href=https://www.cumulocity.com/blog/what-makes-an-aiot-platform-enterprise-grade/ class=link-none><h4 class="m-t-24 m-b-16">What makes an AIoT platform enterprise grade?</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/alex_grawe/120/32796_2.png alt=Alex_Grawe class=img-circle loading=lazy>
171</span><em class=text-muted>Alex Grawe</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=enterprise-grade><span>enterprise-grade</span></button></div></div><div><p class=excerpt>Perceptions of industrial IoT have evolved dramatically over the past few decades, from an overlooked lab experiment to an overhyped magic bullet for...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/what-makes-an-aiot-platform-enterprise-grade/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 32</span>
172<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="sap cumulocity sps24"><div class=card__image><a href=https://www.cumulocity.com/blog/cumulocity-sps-demo-sap-asset-performance-management-embedding-cumulocity-iot-to-drive-innovations-in-iot-and-ai/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/0/d/0d7ef320c62068373a5c9e5bb4b62e99bcc9ca6e_2_690x417.jpeg alt="Cumulocity SPS Demo: SAP Asset Performance Management Embedding Cumulocity IoT to Drive Innovations in IoT and AI" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">5 November 2024</p></div><a href=https://www.cumulocity.com/blog/cumulocity-sps-demo-sap-asset-performance-management-embedding-cumulocity-iot-to-drive-innovations-in-iot-and-ai/ class=link-none><h4 class="m-t-24 m-b-16">Cumulocity SPS Demo: SAP Asset Performance Management Embedding Cumulocity IoT to Drive Innovations in IoT and AI</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/stefan_witschel/120/31955_2.png alt=Stefan_Witschel class=img-circle loading=lazy>
173</span><em class=text-muted>Stefan Witschel</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=sap><span>SAP</span></button>
174<button class="tag-filter tag" data-filter=cumulocity><span>cumulocity</span></button>
175<button class="tag-filter tag" data-filter=sps24><span>sps24</span></button></div></div><div><p class=excerpt>Demo Overview SAP Asset Performance Management (APM) is our solution to help S/4HANA and EAM customers develop maintenance strategies and manages asset health...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/cumulocity-sps-demo-sap-asset-performance-management-embedding-cumulocity-iot-to-drive-innovations-in-iot-and-ai/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 281</span>
176<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="aiot iiot"><div class=card__image><a href=https://www.cumulocity.com/blog/four-steps-to-iot-value/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/d/1/d14f7d750abbb33c0588395020cf442c6d249262_2_690x318.jpeg alt="Four steps to IoT value" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">12 May 2024</p></div><a href=https://www.cumulocity.com/blog/four-steps-to-iot-value/ class=link-none><h4 class="m-t-24 m-b-16">Four steps to IoT value</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
177</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=aiot><span>aiot</span></button>
178<button class="tag-filter tag" data-filter=iiot><span>iiot</span></button></div></div><div><p class=excerpt>For equipment makers, the value of building smart connected products is clear: IoT helps you gain insights into how your products are used, predict when...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/four-steps-to-iot-value/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 26</span>
179<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=enterprise-grade><div class=card__image><a href=https://www.cumulocity.com/blog/navigating-your-iot-strategy-amid-microsoft-iot-central-updates/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/2/a/2a81f02eea673693cb07e0c76a5b2c4abfddeeb3_2_690x318.jpeg alt="Navigating your IoT strategy amid Microsoft IoT Central updates" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">12 March 2024</p></div><a href=https://www.cumulocity.com/blog/navigating-your-iot-strategy-amid-microsoft-iot-central-updates/ class=link-none><h4 class="m-t-24 m-b-16">Navigating your IoT strategy amid Microsoft IoT Central updates</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/bernd_gross/120/32304_2.png alt=Bernd_Gross class=img-circle loading=lazy>
180</span><em class=text-muted>Bernd Gross</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=enterprise-grade><span>enterprise-grade</span></button></div></div><div><p class=excerpt>Recently, Microsoft caused a stir by seemingly announcing the imminent deprecation of its IoT Central platform. This sparked concern when an alarming message...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/navigating-your-iot-strategy-amid-microsoft-iot-central-updates/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i>
180 18</span>
181<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags=cumulocity><div class=card__image><a href=https://www.cumulocity.com/blog/cumulocity-now-available-as-a-service-for-international-customers-in-china/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/0/6/06420bc81056bd50c2bccb30a8d81a69c309b88c_2_690x318.jpeg alt="Cumulocity now available as-a-service for international customers in China" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">22 November 2023</p></div><a href=https://www.cumulocity.com/blog/cumulocity-now-available-as-a-service-for-international-customers-in-china/ class=link-none><h4 class="m-t-24 m-b-16">Cumulocity now available as-a-service for international customers in China</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/bernd_gross/120/32304_2.png alt=Bernd_Gross class=img-circle loading=lazy>
182</span><em class=text-muted>Bernd Gross</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=cumulocity><span>cumulocity</span></button></div></div><div><p class=excerpt>We are pleased to announce that the Cumulocity platform is now available in China as-a-service (SaaS) on Tencent Cloud’s infrastructure. Customers can connect...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/cumulocity-now-available-as-a-service-for-international-customers-in-china/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 29</span>
183<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div><div class="card blogpost col-12" data-tags="iiot smart-products"><div class=card__image><a href=https://www.cumulocity.com/blog/stay-ahead-of-commoditization-with-digital-solutions/><img src=https://europe1.discourse-cdn.com/flex005/uploads/cumulocity/optimized/3X/2/2/228d8e0b909f520dc8d746f71c2d2f9f78ea4c87_2_690x318.jpeg alt="Stay ahead of commoditization with digital solutions" class=img-fluid loading=lazy></a></div><div class="card__body flex-grow"><div class="card__title p-b-0"><div class="d-flex a-i-center gap-16 m-b-8"><div class="bits-line text-yellow--60"></div><p class="m-l-auto text-label text-xs text-muted">8 October 2023</p></div><a href=https://www.cumulocity.com/blog/stay-ahead-of-commoditization-with-digital-solutions/ class=link-none><h4 class="m-t-24 m-b-16">Stay ahead of commoditization with digital solutions</h4></a></div><div class=card__content><div class="d-col a-i-center gap-8"><span class="avatar avatar--sm"><img src=https://community.cumulocity.com/user_avatar/community.cumulocity.com/juergen_kraemer/120/32436_2.png alt=Juergen_Kraemer class=img-circle loading=lazy>
184</span><em class=text-muted>Juergen Kraemer</em><div class="d-flex flex-wrap j-c-center gap-8"><button class="tag-filter tag" data-filter=iiot><span>iiot</span></button>
185<button class="tag-filter tag" data-filter=smart-products><span>smart-products</span></button></div></div><div><p class=excerpt>Countering commoditization with servitization and new flexible pay per use models —all equipment manufacturers are chasing the new holy grail. As the Chief...</p><div class="d-flex a-i-center j-c-between m-t-16"><a href=https://www.cumulocity.com/blog/stay-ahead-of-commoditization-with-digital-solutions/ class="btn btn-default">Read more</a><div class="post-stats text-muted text-xs"><span title=Views><i class=dlt-c8y-icon-eye></i> 24</span>
186<span title=Replies class=m-l-8><i class=dlt-c8y-icon-comments></i> 0</span></div></div></div></div></div></div></div><div id=emptystate class=empty-state style=display:none><div class="d-flex a-i-center gap-16 text-muted"><i class=dlt-c8y-icon-search style=font-size:4rem></i><div><p><strong>No posts matching your filters.</strong><br><small>Refine or <button class=btn-clean id=clearFiltersEmpty>clear</button> your filters.</small></p></div></div></div></div></div>
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