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fix: update spelling and checks in edge computing
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templates/solutions/ai/edge.html

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{% block title %}Edge computing | AI{% endblock %}
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{% block meta_description %}
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Get everything you need to deploy AI at the edge in one solution. Secure and compliant open source optimised for embedded AI use cases.
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Get everything you need to deploy AI at the edge in one solution. Secure and compliant open source optimized for embedded AI use cases.
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{% endblock %}
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{% block body_class %}
@@ -48,7 +48,7 @@ <h2>Why Canonical for enterprise AI edge computing?</h2>
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<ul class="p-list--divided">
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<li class="p-list__item is-ticked">Single solution with all the tools you need, engineered for edge AI</li>
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<li class="p-list__item is-ticked">Simplify compliance with end-to-end security for your models and edge devices</li>
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<li class="p-list__item is-ticked">Edge-optimised OS, Kubernetes, compute and data processing</li>
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<li class="p-list__item is-ticked">Edge-optimized OS, Kubernetes, compute, and data processing</li>
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</ul>
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</div>
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</div>
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<div class="row--50-50">
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<hr class="p-rule" />
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<div class="col">
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<h2>Solve edge AI complexity with an integrated and optimised stack</h2>
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<h2>Solve edge AI complexity with an integrated and optimized stack</h2>
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</div>
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<div class="col">
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<p>
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From GPU optimisation to distributed data processing, Canonical delivers an integrated and optimised stack purpose-built to address the specific needs of edge AI.
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From GPU optimization to distributed data processing, Canonical delivers an integrated and optimized stack purpose-built to address the specific needs of edge AI.
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</p>
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<p>
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By centralising your edge AI journey on a Canonical stack, you can mitigate the complexity of AI projects that rely on a wide array of open source tools. Keep your projects on track and ensure they deliver ROI in production.
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By centralizing your edge AI journey on a Canonical stack, you can mitigate the complexity of AI projects that rely on a wide array of open source tools. Keep your projects on track and ensure they deliver ROI in production.
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</p>
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<p>
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Canonical's portfolio encompasses the complete edge AI toolset, including the OS, Kubernetes, MLOps, compute, data processing and certified hardware &ndash; all optimised for the edge.
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Canonical's portfolio encompasses the complete edge AI toolset, including the OS, Kubernetes, MLOps, compute, data processing and certified hardware &ndash; all optimized for the edge.
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</p>
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<hr class="p-rule--muted" />
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<p>
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<p>
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Run your models securely on any architecture, and continuously protect your devices against emerging threats with reliable over-the-air updates and auto-rollback.
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</p>
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<p>Enjoy up to 12 years of security maintenance for Ubuntu and thousands of open source packages.</p>
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<p>Enjoy up to 15 years of security maintenance for Ubuntu and thousands of open source packages.</p>
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<hr class="p-rule--muted" />
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<p>
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<a href="https://pages.ubuntu.com/rs/066-EOV-335/images/Ubuntu%20Pro%20for%20Devices%20DS%203.5.2024.pdf?version=0">Download the Ubuntu Pro for Devices datasheet&nbsp;&rsaquo;</a>
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</div>
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<div class="col">
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<p>
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Accelerate your edge AI projects with certified hardware. We partner directly with silicon vendors to optimise and certify our solutions with dedicated edge AI hardware, so you can get the best experience straight out of the box.
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Accelerate your edge AI projects with certified hardware. We partner directly with silicon vendors to optimize and certify our solutions with dedicated edge AI hardware, so you can get the best experience straight out of the box.
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</p>
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<hr class="p-rule--muted" />
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<p>
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<div class="row--50-50">
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<hr class="p-rule" />
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<div class="col">
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<h2>Ubuntu Core: the edge-optimised OS</h2>
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<h2>Ubuntu Core: the edge-optimized OS</h2>
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</div>
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<div class="col">
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<p>
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Minimal, secure and strictly confined, Ubuntu Core is an operating system designed for embedded devices. Ubuntu Core architecture is based on <a href="https://snapcraft.io/about">snaps</a> &ndash; containerised software packages &ndash; and optimised for edge performance, security and reliable updates.
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Minimal, secure, and strictly confined, Ubuntu Core is an operating system designed for embedded devices. Ubuntu Core architecture is based on <a href="https://snapcraft.io/about">snaps</a> &ndash; containerized software packages &ndash; and optimized for edge performance, security and reliable updates.
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</p>
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<p>
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Ubuntu Core uses the same kernel, libraries and system software as classic Ubuntu, resulting in a smooth transition from development to production.
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</p>
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<p>
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For your edge AI devices with a long lifespan, we provide up to 12 years of support for Ubuntu Core &ndash; the longest support window in the industry.
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For your edge AI devices with a long lifespan, we provide up to 15 years of support for Ubuntu Core &ndash; the longest support window in the industry.
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</p>
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<hr class="p-rule--muted" />
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<p>
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<a href="https://ubuntu.com/landscape">Discover Landscape&nbsp;&rsaquo;</a>
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</p>
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<p>
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With Ubuntu Core, you can create your own Dedicated Snap Store: a private, centralised platform for publishing and distributing software to your devices in a secure and validated way. Control exactly what snaps are available, which devices can access them, and when.
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With Ubuntu Core, you can create your own Dedicated Snap Store: a private, centralized platform for publishing and distributing software to your devices in a secure and validated way. Control exactly what snaps are available, which devices can access them, and when.
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</p>
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<hr class="p-rule--muted" />
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<p>

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