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	<title>Digital innovation Archives &#8226; Verhaert Masters in Innovation</title>
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		<title>Building the digital backbone of smart, connected devices</title>
		<link>https://verhaert.com/insights/webinars/di/building-the-digital-backbone-of-smart-connected-devices/</link>
		
		<dc:creator><![CDATA[Dennis Daems]]></dc:creator>
		<pubDate>Thu, 05 Jun 2025 15:31:35 +0000</pubDate>
				<category><![CDATA[Webinars]]></category>
		<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[App development]]></category>
		<category><![CDATA[Digital transformation]]></category>
		<category><![CDATA[Product design]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=40757</guid>

					<description><![CDATA[<p>Connected products open the door to powerful new digital features, services and business models, yet many companies shy away from [&#8230;]</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/building-the-digital-backbone-of-smart-connected-devices/">Building the digital backbone of smart, connected devices</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/di/building-the-digital-backbone-of-smart-connected-devices/">Building the digital backbone of smart, connected devices</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" src="https://verhaert.com/wp-content/uploads/20250520-Digital-backbone-devices-Banner-D.png" alt="Banner Building the digital backbone of smart, connected devices" /></p>
<p style="padding-top: 20px;">Connected products open the door to powerful new digital features, services and business models, yet many companies shy away from making their products connected. Adding this extra layer of technical complexity also requires new skills, raises security concerns and brings up privacy issues. At the core of these digital transformation challenges lies one key enabler: the right infrastructure. Connected products require a real-time, reliable and maintainable architecture that bridges digital ecosystems and physical devices, without losing control over scalability, security or flexibility.</p>
<p>During the ‘Building the digital backbone of smart, connected devices’ webinar on May 20th, Dennis Daems, Chief Technology Officer, and Joachim Jansen, Senior Software Engineer &amp; Project Manager, shared their real-world experience with connected digital innovation. Access the recording and summary below to learn how to approach this complexity with confidence and turn it into a competitive edge.</p>
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<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/building-the-digital-backbone-of-smart-connected-devices/">Building the digital backbone of smart, connected devices</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/di/building-the-digital-backbone-of-smart-connected-devices/">Building the digital backbone of smart, connected devices</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
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		<title>The next wave of digital innovation challenges</title>
		<link>https://verhaert.com/insights/webinars/di/the-next-wave-of-digital-innovation-challenges/</link>
		
		<dc:creator><![CDATA[Thomas Lauwers]]></dc:creator>
		<pubDate>Fri, 22 Nov 2024 14:25:40 +0000</pubDate>
				<category><![CDATA[Webinars]]></category>
		<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[Product innovation]]></category>
		<category><![CDATA[Digital transformation]]></category>
		<category><![CDATA[Product design]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=39605</guid>

					<description><![CDATA[<p>MVPs now need to be secure, user-friendly, and connected from the start. Explore how they’ve evolved to meet growing expectations.</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/the-next-wave-of-digital-innovation-challenges/">The next wave of digital innovation challenges</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/di/the-next-wave-of-digital-innovation-challenges/">The next wave of digital innovation challenges</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" src="https://verhaert.com/wp-content/uploads/2024-Webinar-Innovation-Day-Track4-banner.jpg" alt="Innovation Day 2024 - Track 4 Digital" /></p>
<p style="padding-top: 20px;">For years, the MVP mantra ruled digital innovation to kick off the product journey. With connected devices, the rhythm of incremental updates kept products evolving: smarter, faster, and better with each release. As digital innovation has matured, so have user expectations, raising the stakes like never before. Today’s MVPs must not just meet regulations, but exceed usability, connectivity, and cyber security expectations. In this track, we’ll take a deep dive into real-world cases to explore how MVPs have evolved and why building secure, feature-rich products from the start is now a must. Check out the presentations from the Innovation Day of 2024 on:</p>
<ul style="padding-left: 40px;">
<li>A minimal viable product to explore emerging markets<br />
<em>By Dennis Daems, Technology Manager at Verhaert Digital Innovation</em></li>
<li>Mapping the EU Cyber Resilience Act on digital products<br />
<em>By Bart De Vos, Consultant Embedded Lab at Verhaert Product Innovation</em></li>
</ul>
<p>&nbsp;</p>
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<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/the-next-wave-of-digital-innovation-challenges/">The next wave of digital innovation challenges</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/di/the-next-wave-of-digital-innovation-challenges/">The next wave of digital innovation challenges</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
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		<title>Jumping the hurdles of sustainability</title>
		<link>https://verhaert.com/insights/webinars/si/jumping-the-hurdles-of-sustainability/</link>
		
		<dc:creator><![CDATA[David Pas]]></dc:creator>
		<pubDate>Fri, 22 Nov 2024 14:22:28 +0000</pubDate>
				<category><![CDATA[Webinars]]></category>
		<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[Strategic innovation]]></category>
		<category><![CDATA[Circular economy]]></category>
		<category><![CDATA[Open innovation]]></category>
		<category><![CDATA[Product design]]></category>
		<category><![CDATA[sustainability]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=39602</guid>

					<description><![CDATA[<p>Sustainable innovation is essential, but progress can be slow. Learn what’s holding us back and explore fresh ideas to move forward.</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/si/jumping-the-hurdles-of-sustainability/">Jumping the hurdles of sustainability</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/si/jumping-the-hurdles-of-sustainability/">Jumping the hurdles of sustainability</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" src="https://verhaert.com/wp-content/uploads/2024-Webinar-Innovation-Day-Track3-banner.jpg" alt="Innovation Day 2024 - Track 3 Sustainability" /></p>
<p style="padding-top: 20px;">Everyone agrees that sustainable innovation is the cornerstone to addressing environmental challenges and lasting economic growth. The truth is that making meaningful changes is difficult and sometimes feels like speeding ahead and hitting the brakes at the same time. What’s holding us back? In this track, you’ll dive into the tricky obstacles slowing down progress and shine a light on fresh, forward-thinking approaches that can break the cycle. Check out the presentations from the Innovation Day of 2024 on:</p>
<ul style="padding-left:40px">
<li>Design for sustainability, from an incremental toward a more radical strategy<br />
<em>By Jeroen Wilms, Consultant MechLab at Verhaert Product Innovation</em></li>
<li>The search for sustainability impact<br />
<em>By David Pas, Customer Success Manager at Verhaert Strategic Innovation and Laurien Wolfswinkel, Head of Operations at Beacon Masters in Innovation</em></li>
</ul>
<p>&nbsp;</p>
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<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/si/jumping-the-hurdles-of-sustainability/">Jumping the hurdles of sustainability</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/si/jumping-the-hurdles-of-sustainability/">Jumping the hurdles of sustainability</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
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		<title>Rethinking the use case for value creation</title>
		<link>https://verhaert.com/insights/webinars/di/rethinking-the-use-case-for-value-creation/</link>
		
		<dc:creator><![CDATA[Joris De Lamper]]></dc:creator>
		<pubDate>Thu, 30 Nov 2023 16:18:59 +0000</pubDate>
				<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[Webinars]]></category>
		<category><![CDATA[Digital transformation]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=37801</guid>

					<description><![CDATA[<p>Discover how including stakeholders can help you create new value and business opportunities in your application field.</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/rethinking-the-use-case-for-value-creation/">Rethinking the use case for value creation</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/di/rethinking-the-use-case-for-value-creation/">Rethinking the use case for value creation</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" src="https://verhaert.com/wp-content/uploads/2023-Webinar-Innovation-Day-2023-Track-2-banner.jpg" alt="Rethinking the use case for value creation banner" /></p>
<p style="padding-top: 20px;">Redefining your use case is the ultimate tool in beating your competitors. Get inspired by how we accomplished this for our customers and discover how including stakeholders can help you create new value and business opportunities in your application field. Whether it’s through market expansion, portfolio diversification or user needs alignment. Check out the presentations from the Innovation Day of 2023 on:</p>
<ul style="padding-left: 40px; padding-bottom: 40px;">
<li>Fostering cravings for bike experiences that last<br />
<em>By Joris De Lamper, Manager Innovation Acceleration <a href="https://verhaert.com/labs/product-innovation/" target="_blank" rel="noopener">Product Innovation</a></em></li>
<li>Enhancing patient interactions and trials with digital connections<br />
<em>By Laurent Schauvliege, Director Innovation Acceleration at <a href="https://verhaert.digital/" target="_blank" rel="noopener">Verhaert Digital Innovation</a>, and Tom Bertens, Director Research ‘Algorithms &amp; Applications’ at <a href="https://www.cochlear.com/au/en/home" target="_blank" rel="noopener">Cochlear</a></em></li>
</ul>
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		<title>The untapped innovation potential of connected appliances &#038; AI</title>
		<link>https://verhaert.com/insights/blog/di/fmcg/the-untapped-innovation-potential-of-connected-appliances-ai/</link>
		
		<dc:creator><![CDATA[Jente Somers]]></dc:creator>
		<pubDate>Mon, 13 Nov 2023 09:57:14 +0000</pubDate>
				<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[FMCG & consumer]]></category>
		<category><![CDATA[Perspectives]]></category>
		<category><![CDATA[Artificial intelligence]]></category>
		<category><![CDATA[Digital transformation]]></category>
		<category><![CDATA[Embedded systems]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=37751</guid>

					<description><![CDATA[<p>Dive into the possibilities of connected devices: how they create added value, differentiate you from other brands and boost brand loyalty.</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/blog/di/fmcg/the-untapped-innovation-potential-of-connected-appliances-ai/">The untapped innovation potential of connected appliances &#038; AI</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/blog/di/fmcg/the-untapped-innovation-potential-of-connected-appliances-ai/">The untapped innovation potential of connected appliances &#038; AI</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><strong>In today&#8217;s rapidly evolving digital landscape, the concept of connected appliances has emerged as a game-changer for both end customers and appliance builders. Manufacturers have realized that user-centricity is one of the most important aspects of a product that is introduced into the market. However, digital innovation will only be successful if it has value, either by alleviating someone&#8217;s workload or by making the way we do our everyday tasks more efficient.</strong></p>
<p><img fetchpriority="high" decoding="async" class="alignnone wp-image-33447" style="margin-bottom: 20px;" src="https://verhaert.com/wp-content/uploads/2023-Perspective-The-untapped-innovation-potential-of-connected-appliances-and-AI-banner.jpg" alt="Banner The untapped potential of connected appliances and AI" width="762" height="457" /></p>
<p>By leveraging the power of the Internet of Things, smart devices can revolutionize the way we interact with everyday household items. Moreover, the integration of artificial intelligence opens up a realm of new possibilities, providing valuable insights for users and manufacturers alike. The best and most efficient way for such cases is to connect them to a platform that acts as a one-stop shop for all stakeholders involved. In this perspective, we will delve into the digital innovation possibilities brought by connected devices, how they can create added value for all stakeholders involved, and how you can go the extra mile to differentiate from other brands and create loyal customers. Ready to take your rightful place of being the #1 provider in your product market?</p>
<div style="background-color: #e5e8ea; padding: 20px 20px 0px 20px; margin-top: 40px;">
<h3>Continue reading this perspective to explore the untapped potential of connected appliances and AI!</h3>
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<p>The post <a href="https://verhaert.com/insights/blog/di/fmcg/the-untapped-innovation-potential-of-connected-appliances-ai/">The untapped innovation potential of connected appliances &#038; AI</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
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		<title>Overcoming 15 bottlenecks in software development</title>
		<link>https://verhaert.com/insights/perspectives/di/overcoming-15-bottlenecks-in-software-development/</link>
		
		<dc:creator><![CDATA[Steven Poelmans]]></dc:creator>
		<pubDate>Mon, 25 Sep 2023 11:23:13 +0000</pubDate>
				<category><![CDATA[Perspectives]]></category>
		<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[Digital transformation]]></category>
		<category><![CDATA[software development]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=37213</guid>

					<description><![CDATA[<p>Ever contemplated the idea of developing an app, but felt lost in the maze of where to begin? Maybe you&#8217;ve [&#8230;]</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/perspectives/di/overcoming-15-bottlenecks-in-software-development/">Overcoming 15 bottlenecks in software development</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/perspectives/di/overcoming-15-bottlenecks-in-software-development/">Overcoming 15 bottlenecks in software development</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><strong>Ever contemplated the idea of developing an app, but felt lost in the maze of where to begin? Maybe you&#8217;ve dabbled in app development but hit roadblocks due to expertise in user engagement you envisioned or technologies. Or perhaps you already developed an app, but it isn&#8217;t gaining the traction it deserves among your audience? In a digital age where innovation is the key to success, it&#8217;s time to ask the crucial questions. How can innovative digital software development not only meet market needs but also transform internal operations and supercharge business growth? What role do cutting-edge technologies and a strategic focus on software and UI/UX development play in realizing these possibilities?</strong></p>
<p><img decoding="async" class="size-medium wp-image-36000 aligncenter" src="https://verhaert.com/wp-content/uploads/2023-Perspective-Software-banner.jpg" alt="Software development, the cryptic key to business expansion" width="800" height="400" /></p>
<p>This article explores the transformative power of innovative software development on <strong>user experiences and business expansion</strong>. Get ready to dive deep into frontend and backend development, the art of crafting captivating UI/UX experiences, the integration of <strong>emerging technologies</strong>, and the never-ending pursuit of perfection through <strong>continuous improvement</strong>. If you&#8217;ve ever pondered these questions, you&#8217;re in the right place.</p>
<div style="background-color: #e5e8ea; padding: 20px 20px 0px 20px; margin-top: 40px;">
<h3>Curious how software can boost your business? Continue reading this perspective to uncover the potential of software innovation!</h3>
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		<title>AI-infused innovation</title>
		<link>https://verhaert.com/insights/webinars/di/ai-infused-innovation/</link>
		
		<dc:creator><![CDATA[Joris De Lamper]]></dc:creator>
		<pubDate>Mon, 18 Sep 2023 09:10:02 +0000</pubDate>
				<category><![CDATA[Webinars]]></category>
		<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[Digital transformation]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=37097</guid>

					<description><![CDATA[<p>Discover how AI can genuinely revolutionize your products and services and find growth avenues beyond productivity.</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/ai-infused-innovation/">AI-infused innovation</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/di/ai-infused-innovation/">AI-infused innovation</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" src="https://verhaert.com/wp-content/uploads/2023-AI-Infused-Innovation-Communication-kit-V2-01.png" alt="AI-infused innovation seminar banner" /></p>
<p style="padding-top: 20px;">In today’s fast-paced digital landscape, it’s no longer enough to simply acknowledge the hype surrounding AI with ChatGPT and LLMs. To gain a competitive edge, you have to understand <strong>how AI can genuinely revolutionize your products and services</strong> and find growth avenues beyond productivity. How do you leverage AI beyond automating routine tasks and exploring added value creation? How can you build future-proof products and services that focus on creating new added value for your customers in the digital era with AI?</p>
<p>During <a href="https://verhaert.digital/" target="_blank" rel="noopener">Verhaert Digital Innovation</a>’s ‘AI-infused innovation’ seminar on September 12th, we invited Siegfried Mercelis (<a href="https://www.imec-int.com/en" target="_blank" rel="noopener">imec</a>), Rudy De Groodt (<a href="https://www.bnpparibasfortis.be/" target="_blank" rel="noopener">BNP Paribas Fortis</a>), Dennis Daems and Guy Clarysse (Verhaert Digital) to discuss how <a href="https://verhaert.digital/work/" target="_blank" rel="noopener">digital solutions</a> can give you a competitive edge.</p>
<p>Access the recording and presentation below to:</p>
<ul style="padding-left: 40px; padding-bottom: 40px; padding-top: -10px;">
<li>Get inspired on how to create unprecedented added value for you and your customers</li>
<li>Gain insights on AI development and machine learning operations</li>
<li>Learn to identify growth opportunities through added value functionalities</li>
</ul>
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<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/ai-infused-innovation/">AI-infused innovation</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
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		<title>Relationships built to last</title>
		<link>https://verhaert.com/insights/webinars/di/relationships-built-to-last/</link>
		
		<dc:creator><![CDATA[Thomas Lauwers]]></dc:creator>
		<pubDate>Tue, 30 May 2023 13:45:31 +0000</pubDate>
				<category><![CDATA[Webinars]]></category>
		<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[Digital transformation]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=36767</guid>

					<description><![CDATA[<p>How do you make sure your supply chain doesn't become the weakest link in your construction projects and impact your long-term growth?</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/relationships-built-to-last/">Relationships built to last</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
<p>The post <a href="https://verhaert.com/insights/webinars/di/relationships-built-to-last/">Relationships built to last</a> appeared first on <a href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" src="https://verhaert.com/wp-content/uploads/2023-News-Verhaert-Digital-organizes-Relationships-built-to-last-webinar-banner.jpg" alt="Relationships built to last banner"></p>
<p style="padding-top: 20px">How do you make sure your supply chain doesn’t become the weakest link in your construction projects? From manufacturers and installers to contractors and builders, the relationship with your stakeholders is a crucial step in your long-term growth strategy, because it relies on lasting loyal partners. </p>
<p>During <a href="https://verhaert.digital/" rel="noopener" target="_blank">Verhaert Digital Innovation</a>’s ‘Relationships built to last’ webinar on May 25th, Thomas Lauwers, Manager Innovation Acceleration, invited Bert Verlinden, Innovation Consultant &#038; Solutions Architect at Verhaert Digital, and Stephanie Kellens, Product Manager Digital Services at <a href="https://www.reynaers.com/" rel="noopener" target="_blank">Reynaers Aluminium</a> to discuss how <a href="https://verhaert.digital/work/" rel="noopener" target="_blank">digital solutions</a> unlock loyalty in the construction. </p>
<p>Access the recording and presentation below to:</p>
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<li>Learn our proven approach to <strong>pinpoint </strong>supply chain communication challenges</li>
<li>Gain best practices in <strong>digital roadmaps</strong> to overcome those challenge</li>
<li>Discover DigiTrace, the <strong>comprehensive application</strong> at Reynaers</li>
</ul>
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<p>The post <a rel="nofollow" href="https://verhaert.com/insights/webinars/di/relationships-built-to-last/">Relationships built to last</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
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		<title>Digital innovation: the game changer in uncertain times</title>
		<link>https://verhaert.com/insights/perspectives/di/artificial-intelligence/digital-innovation-the-game-changer-in-uncertain-times/</link>
		
		<dc:creator><![CDATA[Joris De Lamper]]></dc:creator>
		<pubDate>Fri, 17 Feb 2023 08:45:39 +0000</pubDate>
				<category><![CDATA[Perspectives]]></category>
		<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[Artificial intelligence]]></category>
		<category><![CDATA[Digital transformation]]></category>
		<category><![CDATA[Machine & deep learning]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=35993</guid>

					<description><![CDATA[<p>How are companies finding new ways to operate and embrace shortages? Discover the key digital trends in automation and digitalization.</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/perspectives/di/artificial-intelligence/digital-innovation-the-game-changer-in-uncertain-times/">Digital innovation: the game changer in uncertain times</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
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]]></description>
										<content:encoded><![CDATA[<p><strong>Let&#8217;s face it, the economic downtime, high inflation, the Ukrainian war and, not so long ago, the COVID pandemic have had a profound effect on lots of industries. Widespread factory shutdowns, sustainable supply chains, reduced demand for goods, and pressure on margins are just a few of the new challenges companies are faced with. Innovation is your secret weapon to not only survive but thrive in times of uncertainty. So how are companies finding new ways to operate and embrace employee shortages? Our digital innovation team has been monitoring key digital trends in these industries, like a greater emphasis on automation and digitalization. Let&#8217;s take a look together!</strong></p>
<p><img decoding="async" class="size-medium wp-image-36000 aligncenter" src="https://verhaert.com/wp-content/uploads/The-importance-of-innovation-in-times-of-uncertainty.jpg" alt="The importance of innovation in times of uncertainty" width="800" height="400" srcset="https://verhaert.com/wp-content/uploads/The-importance-of-innovation-in-times-of-uncertainty.jpg 800w, https://verhaert.com/wp-content/uploads/The-importance-of-innovation-in-times-of-uncertainty-300x150.jpg 300w, https://verhaert.com/wp-content/uploads/The-importance-of-innovation-in-times-of-uncertainty-768x384.jpg 768w" sizes="(max-width: 800px) 100vw, 800px" /></p>
<h2 style="color: #7ac143;">Key trends in our focus industries</h2>
<p><span style="font-weight: 400;">The initial wave of the pandemic resulted in widespread<strong> factory shutdowns</strong> and reduced demand for goods, leading to a <strong>decrease </strong>in production and a reduction in the supply chain. In addition, the pandemic has led to a shift in <strong>consumer behavior</strong>, with a growing focus on essential goods and a <strong>decrease </strong>in demand for <strong>non-essential goods</strong>.</span></p>
<p><img loading="lazy" decoding="async" class="size-medium wp-image-35994 alignnone" role="img" src="https://verhaert.com/wp-content/uploads/2023-Perspective-5-The-importance-of-innovation-in-times-of-uncertainty-trends.svg" alt="" width="300" height="300" /></p>
<p><span style="font-weight: 400;">In the wake of the pandemic, the manufacturing industry has had to adapt to new challenges and find new ways to operate efficiently while ensuring the safety of employees. This has led to a greater emphasis on automation and digitalization, as companies seek to reduce the need for manual labor and minimize the risk of virus transmission.</span></p>
<p><span style="font-weight: 400;">The conflict between Ukraine and Russia has also had an impact on the manufacturing industry in Europe. The ongoing conflict has led to disruptions in the supply chain and reduced access to raw materials and goods. In addition, the conflict has led to increased uncertainty and volatility in the market, making it difficult for companies to plan and operate effectively.</span></p>
<h3><strong>How to address the trends</strong></h3>
<p><span style="font-weight: 400;">To address these challenges, many companies in the manufacturing industry are seeking to diversify their supply chains and reduce their dependence on a single region or supplier. This includes investing in local production facilities and seeking out new suppliers in different regions. The use of artificial intelligence (AI) and machine learning algorithms (MLAs) has become increasingly widespread, as companies seek to optimize production processes, improve decision-making, and enhance the customer experience.</span><br />
<span style="font-weight: 400;"><br />
One of the major trends in the machinery industry during the pandemic has been the shift toward automation and digitalization. AI and MLAs have played a significant role in this trend by enabling the development of advanced automation systems and digital solutions that help companies to increase efficiency, reduce costs, and minimize the impact of disruptions caused by the pandemic.</span></p>
<p><span style="font-weight: 400;">AI algorithms have been used to optimize production processes and reduce downtime, improving the overall efficiency of the machinery industry. To illustrate with a few examples:</span></p>
<ol style="padding-left: 40px; padding-bottom: 20px;">
<li><strong>Predictive Maintenance:</strong> Predictive maintenance is an AI algorithm that uses machine learning techniques to analyze data from machinery and predict when it is likely to fail. By detecting potential failures before they occur, companies can schedule maintenance during periods of low usage, reducing downtime and increasing efficiency.</li>
<li><strong>Process Optimization:</strong> AI algorithms can be used to optimize production processes by analyzing data from machinery to identify bottlenecks and inefficiencies. This can include identifying the optimal production speed, reducing waste and improving overall production time.</li>
<li><strong>Quality Control:</strong> AI algorithms can be used to monitor production processes in real-time to identify and flag any quality issues. By using image recognition, machine learning algorithms can detect deviations from product specifications, reducing the need for manual inspections and improving the accuracy of quality control.</li>
<li><strong>Supply Chain Optimization: </strong>AI algorithms can be used to optimize supply chains by analyzing data on inventory levels, production schedules, and shipping routes to reduce waste and increase efficiency.</li>
</ol>
<p>In addition, the use of AI and MLAs has also contributed to the development of <strong>predictive maintenance solutions</strong> that help companies to reduce unscheduled downtime and reduce the <strong>need for inventory</strong> and spare parts. This has helped companies to remain competitive and maintain profitability even in the face of the challenges posed by the pandemic.<br />
Another trend in the <strong>machinery industry</strong> has been the increased focus on supply chain resilience and security. The conflict between Ukraine and Russia has added to the complexity of the global supply chain, making it more important for companies to have access to reliable and secure supply chains. AI and MLAs have contributed to the development of <strong>advanced supply chain management solutions</strong>.</p>
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		<title>Designing energy-efficient deep learning algorithms</title>
		<link>https://verhaert.com/insights/perspectives/di/industry/artificial-intelligence/designing-energy-efficient-deep-learning-algorithms/</link>
		
		<dc:creator><![CDATA[Jente Somers]]></dc:creator>
		<pubDate>Tue, 20 Dec 2022 16:00:06 +0000</pubDate>
				<category><![CDATA[Perspectives]]></category>
		<category><![CDATA[Digital innovation]]></category>
		<category><![CDATA[Industry & chemistry]]></category>
		<category><![CDATA[Artificial intelligence]]></category>
		<category><![CDATA[Data & algorithms]]></category>
		<category><![CDATA[Machine & deep learning]]></category>
		<guid isPermaLink="false">https://verhaert.com/?p=35343</guid>

					<description><![CDATA[<p>When reducing Ultra-Fine Particles becomes a matter of health</p>
<p>The post <a rel="nofollow" href="https://verhaert.com/insights/perspectives/di/industry/artificial-intelligence/designing-energy-efficient-deep-learning-algorithms/">Designing energy-efficient deep learning algorithms</a> appeared first on <a rel="nofollow" href="https://verhaert.com">Verhaert Masters in Innovation</a>.</p>
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]]></description>
										<content:encoded><![CDATA[<p><strong>Saying sustainable AI is important would be an understatement. Especially techniques like deep learning tend to consume lots of power due to the huge amount of required computations. And a lot of power means a lot of carbon emissions. Let’s dive into some techniques that help to reduce the power consumption associated with AI systems.</strong></p>
<p><img loading="lazy" decoding="async" class="" src="https://verhaert.com/wp-content/uploads/Designing-energy-efficient-deep-learning-algorithms-.jpg" alt="Designing energy-efficient deep learning algorithms-" width="800" height="400" /></p>
<p>Let’s start with an example of the training process of a large language model. Don’t fall off your chair reading the rest of this sentence, but that process can produce up to five times the amount of carbon emissions of an average car over its entire lifetime. Yes, you read that right: up to 5 times! Take a moment to let that sink in because this issue will only grow over time as <a href="https://www.statista.com/statistics/871513/worldwide-data-created/" target="_blank" rel="noopener">more and more data is being collected annually</a> and <a href="https://nvidianews.nvidia.com/news/nvidia-microsoft-accelerate-cloud-enterprise-ai" target="_blank" rel="noopener">more and larger (smarter) models are being trained</a> on this data. So what can we do to deal with this growing problem?</p>
<p><img loading="lazy" decoding="async" class="" role="img" src="https://verhaert.com/wp-content/uploads/Carbon-footprint-comparison-–-CO2-emissions.svg" alt="Carbon footprint comparison – CO2 emissions" width="800" height="382" /></p>
<p>The premise above might sound familiar if you’ve already read the <a href="https://verhaert.com/insights/blog/di/future-of-energy-efficient-ai-systems/" target="_blank" rel="noopener">blog</a> by Jente or seen the <a href="https://verhaert.com/insights/webinars/future-of-energy-efficient-ai-systems/" target="_blank" rel="noopener">talk</a> by Bart De Vos and Niels on this topic. If not, we definitely recommend doing so first to get a general scope. In this perspective we dive deeper into this issue, shifting the scope to techniques focused on reducing the energy consumption of deep learning algorithms.</p>
<h2>Decision-making AI</h2>
<p>Let’s start by asking a very obvious question: “Do we really need a prediction that frequently?”. A prediction is not always needed, sometimes it’s perfectly fine to wait a bit or to even skip it completely. Reducing the number of inference tasks means a reduction of computations and subsequently also the energy consumption.<br />
For connected devices, a second question comes up: ”Where should the inference be performed?”. Both cloud and edge have their advantages and disadvantages that need to be balanced against each other to determine the best choice.</p>
<p><img loading="lazy" decoding="async" class="aligncenter" role="img" src="https://verhaert.com/wp-content/uploads/Verhaert-decision-making-AI.svg" alt="Verhaert-decision-making-AI" width="400" height="235" /></p>
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