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		<title>JBIT &#8211; VoicemAIte: Voice to CRM automation using AWS Bedrock</title>
		<link>https://cloudar.be/case-studies/jbit-voicemaite-voice-to-crm-automation-using-aws-bedrock/</link>
		
		<dc:creator><![CDATA[Bart Van Hecke]]></dc:creator>
		<pubDate>Tue, 18 Nov 2025 11:13:01 +0000</pubDate>
				<guid isPermaLink="false">https://cloudar.be/?post_type=portfolio&#038;p=22665</guid>

					<description><![CDATA[<p>The post <a href="https://cloudar.be/case-studies/jbit-voicemaite-voice-to-crm-automation-using-aws-bedrock/">JBIT &#8211; VoicemAIte: Voice to CRM automation using AWS Bedrock</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
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										<content:encoded><![CDATA[<div class="wpb-content-wrapper"><section id="ut-section-69d42f5874d0d" data-cursor-skin="global" class="vc_section ut-vc-160 vc_section-has-no-fill ut-section-69d42f5874d1c"><div id="ut-row-69d42f58c4489" data-vc-full-width="true" data-vc-full-width-init="false" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f58c449f" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f58da2fa" class="vc_column-inner " ><div class="wpb_wrapper">
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			<p><span style="color: #000000;"><i class="fa fa-home"> </i> <u><a style="color: #000000;" href="https://cloudar.be/"> Welcome</a></u> » <u><a style="color: #000000;" href="https://cloudar.be/case-studies">Case Studies</a></u> » <u>JBIT &#8211; VoicemAIte &#8211; Voice to CRM automation using AWS Bedrock</u></span></p>

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<div class="vc_empty_space" id="ut-empty-space-69d42f58da8e2"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f58db03b" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f58db04a" ><div class="wpb_column vc_column_container vc_col-sm-8" ><div id="ut_inner_column_69d42f58db5d7" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f58db6cd { color:#ffffff; }#ut_custom_heading69d42f58db6cd span { background:#ff9900; }#ut_custom_heading69d42f58db6cd span { padding:0.175em; }#ut_custom_heading69d42f58db6cd{ font-size: 18px }#ut_custom_heading69d42f58db6cd{ letter-spacing: 0.04em }#ut_custom_heading69d42f58db6cd { font-weight:bold; }#ut_custom_heading69d42f58db6cd { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f58db6cd { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f58db6cd { text-align:left; } }</style><h1 id="ut_custom_heading69d42f58db6cd" data-responsive-font="h1" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;18&quot;,&quot;base-letter-spacing&quot;:&quot;0.04&quot;}" class="ut-custom-heading-module  " ><span class="" >AWS CASE STUDY</span></h1><div class="wpb_content_element "><style type="text/css">#ut_header_69d42f58df98c h2.section-title { font-size:45px !important;line-height:55px !important;letter-spacing:-0.03em; }</style><header id="ut_header_69d42f58df98c" class="section-header  ut-no-title-linebreak-mobile ut-no-lead-linebreak-mobile pt-style-2 header-left header-tablet-left header-mobile-center"><h2 data-title="Executive Summary"  data-responsive-font="section_title" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;45&quot;,&quot;font-size-unit&quot;:&quot;px&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;45&quot;},&quot;base-line-height&quot;:&quot;55&quot;,&quot;line-height-unit&quot;:&quot;px&quot;,&quot;line-height&quot;:{&quot;desktop_large&quot;:&quot;55&quot;},&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.03&quot;}}" class="section-title  "><span>Executive Summary</span></h2><div data-delay="0" class="lead "><p>Cloudar developed VoicemAIte, a voice-driven automation solution that streamlines CRM<br />
task creation for sales engineers. After a customer meeting, users simply record a short<br />
voice message, which is securely processed through AWS services and automatically<br />
transformed into a structured Zoho CRM task.<br />
The solution eliminates manual data entry, increases data quality, and drastically<br />
improves sales productivity. With AWS Bedrock at its core, VoicemAIte delivers reliable,<br />
scalable AI-powered automation tailored for mobile professionals.</p>
</div></header></div></div></div></div><div class="wpb_column vc_column_container vc_col-sm-4" ><div id="ut_inner_column_69d42f58e0a47" class="vc_column-inner " ><div class="wpb_wrapper"><div  class="wpb_content_element   clearfix"><style type="text/css">#ut_am_69d42f58e15f4 { opacity: 1; }#ut_am_wrap_69d42f58e15f7 .ut-image-gallery-item-caption-title h3 { letter-spacing: -0.01em; }#ut_am_wrap_69d42f58e15f7 .ut-gallery-slider-caption { font-weight: bold; }#ut_am_wrap_69d42f58e15f7 { text-align: left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_am_wrap_69d42f58e15f7 { text-align: left !important; } }@media (max-width: 767px) { #ut_am_wrap_69d42f58e15f7 { text-align: center !important; } }</style><div id="ut_am_wrap_69d42f58e15f7" class="ut-image-gallery-image "><div id="ut_reveal_69d42f58e15f9"  data-appear-top-offset="auto" class="ut-animated-image-item ut-image-gallery-item ut-animation-done "><a class="ut-deactivated-link" href="#"><div class="ut-animated-image-zoom"><img fetchpriority="high" decoding="async" class="ut-lazy skip-lazy ut-animated-image "  id="ut_am_69d42f58e15f4" src="data:image/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 450 450'%2F%3E" data-src="https://cloudar.be/wp-content/uploads/2025/11/jbit.png" width="450" height="450" alt=""/></div></a></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f58e2117" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f58e212f" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f58e2aff" class="vc_column-inner " ><div class="wpb_wrapper"><div class="wpb_content_element  vc_custom_1763464041331"><style class="bklyn-inline-styles" type="text/css">#ut_pd_69d42f58e2c4b.ut-portfolio-info-details a { color: #666666; }#ut_pd_69d42f58e2c4b.ut-portfolio-info-details a:visited { color: #666666; }#ut_pd_69d42f58e2c4b.ut-portfolio-info-details a:hover { color: #313131; }#ut_pd_69d42f58e2c4b.ut-portfolio-info-details a:focus { color: #313131; }#ut_pd_69d42f58e2c4b.ut-portfolio-info-details a:active { color: #313131; }</style><div id="ut_pd_69d42f58e2c4b" class="ut-portfolio-info-details ut-portfolio-info-left "><ul class="ut-portfolio-info-details-inline clearfix"><li><h6 class="widget-title">CUSTOMER:</h6><p>JBIT</p></li><li><h6 class="widget-title">PROJECT:</h6><p><a title="" href="https://jbit.be/en" target="_blank" >https://jbit.be/en</a></p></li><li><h6 class="widget-title">FIRST LAUNCH:</h6><p>September, 2025</p></li></ul></div></div><div class="wpb_content_element "><style class="bklyn-inline-styles" type="text/css">#ut_scb_69d42f58e2cd7 .ut-share-link { color: #313131; }#ut_scb_69d42f58e2cd7 .ut-share-link:visited { color: #313131; }#ut_scb_69d42f58e2cd7 .ut-share-link:hover { color: rgba(49,49,49,0.5); }#ut_scb_69d42f58e2cd7 .ut-share-link:focus { color: rgba(49,49,49,0.5); }#ut_scb_69d42f58e2cd7 .ut-share-link:active { color: rgba(49,49,49,0.5); }</style><ul id="ut_scb_69d42f58e2cd7" class="ut-project-sc clearfix  ut-project-sc-left ut-project-sc-tablet-left ut-project-sc-mobile-center"><li><h6 class="widget-title"><span>SHARE:</span></h6></li><li><a class="ut-share-link sc-facebook" data-social="utsharefacebook"><i class="fa fa-facebook"></i></a></li><li><a class="ut-share-link sc-twitter" data-social="utsharetwitter"><i class="fa-brands fa-x-twitter"></i></a></li><li><a class="ut-share-link sc-linkedin" data-social="utsharelinkedin"><i class="fa fa-linkedin"></i></a></li><li><a class="ut-share-link sc-pinterest" data-social="utsharepinterest"><i class="fa fa-pinterest"></i></a></li><li><a class="ut-share-link sc-xing" data-social="utsharexing"><i class="fa fa-xing"></i></a></li></ul></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f58e367b" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f58e3691" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f58e3cba" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f58e3d9b { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f58e3d9b { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f58e3d9b { text-align:left; } }</style><h3 id="ut_custom_heading69d42f58e3d9b" data-responsive-font="h3" class="ut-custom-heading-module  " ><span class="" >Customer Profile</span></h3>
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			<p>JBIT is a European technology services company specializing in web hosting, web design, and cost-effective IT automation.<br />
JBIT helps SME’s optimize and automate their IT processes, so they can focus on their core business.</p>

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</div></div></div></div></div></div></div><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f58f2d8c" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f58f2e10 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f58f2e10 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f58f2e10 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f58f2e10" data-responsive-font="h3" class="ut-custom-heading-module  " ><span class="" >The Challenge</span></h3>
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			<p>JBIT’s sales engineers were struggling with a slow, manual, and error-prone process for creating CRM tasks after customer meetings. Because updates were often delayed until sales engineers returned to their desks, 30–40% of meeting information was lost or forgotten. Task quality varied, follow-up actions lacked context, and productivity suffered due to repetitive manual typing on mobile devices.<br />
Without intervention, the organization risked decreasing sales effectiveness, reducing pipeline visibility, and losing valuable customer intelligence. The inefficiency compounded over time, with each sales engineer losing 2–3 hours weekly on manual CRM updates.</p>

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			<p>AWS offered the ideal platform to build a secure, scalable, and cost-efficient voice-to-task automation engine. With Amazon Bedrock providing high-quality, enterprise-grade generative AI capabilities, JBIT could enhance raw transcriptions into structured CRM content.<br />
AWS’s serverless portfolio enabled a fully managed backend requiring no infrastructure maintenance. Features such as S3 lifecycle policies, CloudWatch monitoring, and built-in encryption ensured compliance, operational efficiency, and reliability.</p>

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			<p>Cloudar has extensive experience delivering cloud-native applications and CRM<br />
integrations, paired with deep knowledge of serverless architectures and applied AI. The team’s strong understanding of both Zoho CRM and AWS Bedrock positioned them uniquely to deliver a seamless, automated workflow.<br />
Customers trust Cloudar’s ability to build secure, production-ready environments with measurable business outcomes and minimal operational overhead.</p>

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			<p>VoicemAIte was built as a serverless, AI-powered workflow that automates the entire CRM task creation process.<br />
Sales engineers record short voice notes from a mobile web app, which are securely uploaded to Amazon S3. An AWS Lambda workflow triggers speech-to-text transcription using AssemblyAI and subsequently enhances and structures the content using Amazon Bedrock with Claude models.<br />
The generative AI layer transforms raw transcription into a complete, well-formatted CRM task including title, description, priority, and due date. Lambda then integrates with the Zoho CRM API to automatically create the task.<br />
All API credentials are securely stored in AWS Secrets Manager. AWS Cognito provides authentication, while Amazon CloudFront distributes the frontend. CloudWatch ensures end-to-end monitoring and observability.</p>
<p>Core AWS services include:</p>
<ul>
<li><strong>Amazon Bedrock</strong> for AI content enhancement</li>
<li><strong>AWS Lambda</strong> for orchestration</li>
<li><strong>Amazon S3</strong> with 7-day lifecycle retention</li>
<li><strong>Amazon SQS</strong> for asynchronous reliability</li>
<li><strong>AWS Cognito</strong> for secure authentication</li>
<li><strong>AWS Secrets Manager</strong> for secure storage, retrieval, and rotation of secrets</li>
<li><strong>CloudFront</strong> and <strong>CloudWatch</strong> for performance and monitoring</li>
</ul>
<p>The result is a fully automated pipeline, delivering sub-2-minute turnaround from voice input to CRM task creation..</p>

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</div></div></div><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f5901ce1" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f5901d74 { font-size:18px !important;letter-spacing:-0.01em; }#ut_custom_heading69d42f5901d74 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f5901d74 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f5901d74 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f5901d74" data-responsive-font="h3" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;global&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;18&quot;},&quot;base-line-height&quot;:&quot;global&quot;,&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.01&quot;}}" class="ut-custom-heading-module  " ><span class="" >Results and Benefits</span></h3>
<div id="vc-sep-69d42f5901fcd" class="vc_separator wpb_content_element vc_separator_align_center vc_sep_width_100 vc_sep_pos_align_center vc_separator_no_text vc_custom_1570145937072  vc_custom_1570145937072 wpb_content_element" ><span class="vc_sep_holder vc_sep_holder_l"><span  style="border-color:#dddddd;" class="vc_sep_line"></span></span><span class="vc_sep_holder vc_sep_holder_r"><span  style="border-color:#dddddd;" class="vc_sep_line"></span></span>
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			<p>VoicemAIte measurably improved productivity, accuracy, and data quality across the sales process:</p>
<p><strong>Productivity Gains</strong></p>
<ul>
<li>Task entry time reduced from 10–15 minutes to ~90 seconds</li>
<li>85–90% reduction in manual effort</li>
<li>2–3 hours of weekly time savings per sales engineer</li>
</ul>
<p><strong>Data Quality Improvements</strong></p>
<ul>
<li>AI-enhanced tasks improved clarity, structure, and consistency</li>
<li>Near-complete capture of meeting insights (virtually no information loss)</li>
<li>Better pipeline visibility leading to more effective follow-up</li>
</ul>
<p><strong>Reliability &amp; System Performance</strong></p>
<ul>
<li>99.8% uptime during extended testing</li>
<li>98%+ successful task creation rate</li>
<li>Transcription accuracy consistently 95%+ in real-world driving conditions</li>
</ul>
<p><strong>Financial Impact</strong></p>
<ul>
<li>Annual infrastructure cost: €1,476–1,976</li>
<li>Annual efficiency value: €8,000–12,000</li>
<li>Savings per task: ~95%</li>
<li>ROI: 400–700% in the first year, break-even in 2–3 months</li>
</ul>

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			<p>JBIT plans to extend VoicemAIte with multilingual support, offline recording capabilities, voice-to-email automation, and expanded CRM entity creation such as contacts and deals.</p>

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			<p style="text-align: right;"><a href="https://cloudar.be/wp-content/uploads/2025/11/Case-Study-JBIT-voicemAIte.pdf" target="_blank" rel="noopener noreferrer">Download the case study here </a><a href="https://cloudar.be/wp-content/uploads/2025/11/Case-Study-JBIT-voicemAIte.pdf"> <img decoding="async" class="alignnone wp-image-5815" src="https://cloudar.be/wp-content/uploads/2016/10/13534493561426065224Adobe-Icon.svg.med_.png" alt="" width="21" height="23" /></a></p>

		</div>
	</div>
</div></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><a data-id="section-without-id" class="ut-vc-offset-anchor-bottom" name="section-without-id"></a><style type="text/css">#ut-section-69d42f5874d0d{margin-top: -100px !important;} </style></section>
</div><p>The post <a href="https://cloudar.be/case-studies/jbit-voicemaite-voice-to-crm-automation-using-aws-bedrock/">JBIT &#8211; VoicemAIte: Voice to CRM automation using AWS Bedrock</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
]]></content:encoded>
					
		
		
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		<item>
		<title>Cronos Group: Cronnect &#8211; AI-powered Expertise Discovery Platform</title>
		<link>https://cloudar.be/case-studies/cronos-group-cronnect-ai-powered-expertise-discovery-platform/</link>
		
		<dc:creator><![CDATA[Bart Van Hecke]]></dc:creator>
		<pubDate>Tue, 18 Nov 2025 10:37:31 +0000</pubDate>
				<guid isPermaLink="false">https://cloudar.be/?post_type=portfolio&#038;p=22657</guid>

					<description><![CDATA[<p>The post <a href="https://cloudar.be/case-studies/cronos-group-cronnect-ai-powered-expertise-discovery-platform/">Cronos Group: Cronnect &#8211; AI-powered Expertise Discovery Platform</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
]]></description>
										<content:encoded><![CDATA[<div class="wpb-content-wrapper"><section id="ut-section-69d42f590881e" data-cursor-skin="global" class="vc_section ut-vc-160 vc_section-has-no-fill ut-section-69d42f5908827"><div id="ut-row-69d42f590912b" data-vc-full-width="true" data-vc-full-width-init="false" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5909136" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f5909645" class="vc_column-inner " ><div class="wpb_wrapper">
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			<p><span style="color: #000000;"><i class="fa fa-home"> </i> <u><a style="color: #000000;" href="https://cloudar.be/"> Welcome</a></u> » <u><a style="color: #000000;" href="https://cloudar.be/case-studies">Case Studies</a></u> » <u>Cronos Group &#8211; Cronnect &#8211; AI-powered Expertise Discovery Platform</u></span></p>

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<div class="vc_empty_space" id="ut-empty-space-69d42f59098ee"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f5909e90" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5909e9a" ><div class="wpb_column vc_column_container vc_col-sm-8" ><div id="ut_inner_column_69d42f590a350" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f590a3d2 { color:#ffffff; }#ut_custom_heading69d42f590a3d2 span { background:#ff9900; }#ut_custom_heading69d42f590a3d2 span { padding:0.175em; }#ut_custom_heading69d42f590a3d2{ font-size: 18px }#ut_custom_heading69d42f590a3d2{ letter-spacing: 0.04em }#ut_custom_heading69d42f590a3d2 { font-weight:bold; }#ut_custom_heading69d42f590a3d2 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f590a3d2 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f590a3d2 { text-align:left; } }</style><h1 id="ut_custom_heading69d42f590a3d2" data-responsive-font="h1" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;18&quot;,&quot;base-letter-spacing&quot;:&quot;0.04&quot;}" class="ut-custom-heading-module  " ><span class="" >AWS CASE STUDY</span></h1><div class="wpb_content_element "><style type="text/css">#ut_header_69d42f590a7d0 h2.section-title { font-size:45px !important;line-height:55px !important;letter-spacing:-0.03em; }</style><header id="ut_header_69d42f590a7d0" class="section-header  ut-no-title-linebreak-mobile ut-no-lead-linebreak-mobile pt-style-2 header-left header-tablet-left header-mobile-center"><h2 data-title="Executive Summary"  data-responsive-font="section_title" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;45&quot;,&quot;font-size-unit&quot;:&quot;px&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;45&quot;},&quot;base-line-height&quot;:&quot;55&quot;,&quot;line-height-unit&quot;:&quot;px&quot;,&quot;line-height&quot;:{&quot;desktop_large&quot;:&quot;55&quot;},&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.03&quot;}}" class="section-title  "><span>Executive Summary</span></h2><div data-delay="0" class="lead "><p>Cronos Group, Belgium’s largest IT group with thousands of employees spread across<br />
hundreds of sister companies, struggled to identify who had which expertise across the<br />
organization. This made cross-company collaboration, referrals, and resource allocation<br />
slow and inefficient.<br />
To solve this, the Cronnect platform was built on AWS as an AI-powered expertise<br />
discovery solution that combines Odoo ERP with Amazon Bedrock to deliver natural<br />
language search and semantic expertise mapping.<br />
Cronnect provides a single, scalable, secure hub for discovering skills, capabilities, and<br />
relevant teams across the entire group.</p>
</div></header></div></div></div></div><div class="wpb_column vc_column_container vc_col-sm-4" ><div id="ut_inner_column_69d42f590b1dc" class="vc_column-inner " ><div class="wpb_wrapper"><div  class="wpb_content_element   clearfix"><style type="text/css">#ut_am_69d42f590b4d5 { opacity: 1; }#ut_am_wrap_69d42f590b4d6 .ut-image-gallery-item-caption-title h3 { letter-spacing: -0.01em; }#ut_am_wrap_69d42f590b4d6 .ut-gallery-slider-caption { font-weight: bold; }#ut_am_wrap_69d42f590b4d6 { text-align: left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_am_wrap_69d42f590b4d6 { text-align: left !important; } }@media (max-width: 767px) { #ut_am_wrap_69d42f590b4d6 { text-align: center !important; } }</style><div id="ut_am_wrap_69d42f590b4d6" class="ut-image-gallery-image "><div id="ut_reveal_69d42f590b4d7"  data-appear-top-offset="auto" class="ut-animated-image-item ut-image-gallery-item ut-animation-done "><a class="ut-deactivated-link" href="#"><div class="ut-animated-image-zoom"><img decoding="async" class="ut-lazy skip-lazy ut-animated-image "  id="ut_am_69d42f590b4d5" src="data:image/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 450 450'%2F%3E" data-src="https://cloudar.be/wp-content/uploads/2025/11/cronos.png" width="450" height="450" alt=""/></div></a></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f590ba92" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f590baa1" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f590bf86" class="vc_column-inner " ><div class="wpb_wrapper"><div class="wpb_content_element  vc_custom_1763461682102"><style class="bklyn-inline-styles" type="text/css">#ut_pd_69d42f590bff9.ut-portfolio-info-details a { color: #666666; }#ut_pd_69d42f590bff9.ut-portfolio-info-details a:visited { color: #666666; }#ut_pd_69d42f590bff9.ut-portfolio-info-details a:hover { color: #313131; }#ut_pd_69d42f590bff9.ut-portfolio-info-details a:focus { color: #313131; }#ut_pd_69d42f590bff9.ut-portfolio-info-details a:active { color: #313131; }</style><div id="ut_pd_69d42f590bff9" class="ut-portfolio-info-details ut-portfolio-info-left "><ul class="ut-portfolio-info-details-inline clearfix"><li><h6 class="widget-title">CUSTOMER:</h6><p>Cronos Group</p></li><li><h6 class="widget-title">PROJECT:</h6><p><a title="" href="https://cronos-groep.be/en/" target="_blank" >https://cronos-groep.be/en/</a></p></li><li><h6 class="widget-title">FIRST LAUNCH:</h6><p>August, 2025</p></li></ul></div></div><div class="wpb_content_element "><style class="bklyn-inline-styles" type="text/css">#ut_scb_69d42f590c055 .ut-share-link { color: #313131; }#ut_scb_69d42f590c055 .ut-share-link:visited { color: #313131; }#ut_scb_69d42f590c055 .ut-share-link:hover { color: rgba(49,49,49,0.5); }#ut_scb_69d42f590c055 .ut-share-link:focus { color: rgba(49,49,49,0.5); }#ut_scb_69d42f590c055 .ut-share-link:active { color: rgba(49,49,49,0.5); }</style><ul id="ut_scb_69d42f590c055" class="ut-project-sc clearfix  ut-project-sc-left ut-project-sc-tablet-left ut-project-sc-mobile-center"><li><h6 class="widget-title"><span>SHARE:</span></h6></li><li><a class="ut-share-link sc-facebook" data-social="utsharefacebook"><i class="fa fa-facebook"></i></a></li><li><a class="ut-share-link sc-twitter" data-social="utsharetwitter"><i class="fa-brands fa-x-twitter"></i></a></li><li><a class="ut-share-link sc-linkedin" data-social="utsharelinkedin"><i class="fa fa-linkedin"></i></a></li><li><a class="ut-share-link sc-pinterest" data-social="utsharepinterest"><i class="fa fa-pinterest"></i></a></li><li><a class="ut-share-link sc-xing" data-social="utsharexing"><i class="fa fa-xing"></i></a></li></ul></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f590c546" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f590c550" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f590ca2d" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f590caae { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f590caae { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f590caae { text-align:left; } }</style><h3 id="ut_custom_heading69d42f590caae" data-responsive-font="h3" class="ut-custom-heading-module  " ><span class="" >Customer Profile</span></h3>
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			<p>Founded in 1991 in Belgium, Cronos Group has grown from a singleperson<br />
initiative into one of Europe’s largest technology ecosystems.<br />
The group employs over 9500 people and operates through more than 570 companies, with new ventures launched at a rate of 20+ startups per year.<br />
Cronos spans multiple innovative sectors, acting simultaneously as early-stage investor, incubator, integrator, and venture builder.<br />
Its companies specialize in pioneering and commercializing emerging technologies across industries such as media, finance, utilities, and professional services.<br />
The group’s mission remains rooted in fostering entrepreneurship and enabling technology specialists to grow new ideas into impactful businesses.</p>

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			<p>Cronos Group’s biggest strength also created a structural challenge: there was no central, reliable way to understand who knows what, across the highly distributed network of specialized companies.</p>
<p>Key pain points included:</p>
<ul>
<li>No unified view of technical capabilities across roughly 600 companies</li>
<li>Difficulty identifying the best internal company or expert for a specific<br />
technology, stack, or niche use case</li>
<li>Limited tooling to support structured referrals or cross-company collaboration</li>
<li>No internal platform for natural language search on expertise (“Who has experience with X in sector Y?”)</li>
</ul>
<p>Without a centralized expertise discovery platform, collaboration opportunities were frequently missed, internal referrals depended heavily on informal networks, and resource allocation relied on personal connections rather than data. This led to slower deal execution, less reuse of existing know-how, and reduced visibility for highly specialized teams that could have supported more projects across the group.</p>

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</div></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f590e22d" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f590e238" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f590e758" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f590e7d8 { font-size:18px !important;letter-spacing:-0.01em; }#ut_custom_heading69d42f590e7d8 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f590e7d8 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f590e7d8 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f590e7d8" data-responsive-font="h3" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;global&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;18&quot;},&quot;base-line-height&quot;:&quot;global&quot;,&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.01&quot;}}" class="ut-custom-heading-module  " ><span class="" >Why AWS?</span></h3>
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			<p>Cronos Group needed a platform that could scale to thousands of users, integrate modern AI capabilities, and remain secure while handling sensitive internal information. AWS provided the ideal foundation: the combination of managed scalability, high availability by design, integrated generative AI and strong security &amp; governance services, allowed Cronos Group to deploy a modern, AI-enabled internal platform with low operational overhead and predictable costs.</p>

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</div></div></div><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f590ee24" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f590eea3 { font-size:18px !important;letter-spacing:-0.01em; }#ut_custom_heading69d42f590eea3 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f590eea3 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f590eea3 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f590eea3" data-responsive-font="h3" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;global&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;18&quot;},&quot;base-line-height&quot;:&quot;global&quot;,&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.01&quot;}}" class="ut-custom-heading-module  " ><span class="" >Why Cloudar?</span></h3>
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			<p>Cronos Group selected a partner with deep AWS expertise, experience in containerized enterprise applications, and a strong track record in building production-ready platforms that blend business applications with AI services. The partner brought Proven experience running Odoo in containerized, scalable AWS environments, strong architectural knowledge of ECS, Aurora, EFS, and VPC patterns, hands-on experience integrating Amazon Bedrock into real-world applications for semantic and natural language experiences, and a structured approach using Infrastructure as Code to ensure repeatability, maintainability, and auditability.<br />
This combination of cloud-native, ERP, and GenAI skills made the partner uniquely positioned to design and deliver Cronnect as a strategic internal platform rather than just a standalone application.</p>

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</div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f590f808" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f590f812" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f590fe2a" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f590feb2 { font-size:18px !important;letter-spacing:-0.01em; }#ut_custom_heading69d42f590feb2 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f590feb2 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f590feb2 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f590feb2" data-responsive-font="h3" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;global&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;18&quot;},&quot;base-line-height&quot;:&quot;global&quot;,&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.01&quot;}}" class="ut-custom-heading-module  " ><span class="" >Partner Solution</span></h3>
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			<p>Cloudar delivered <strong>Cronnect</strong> as a scalable, AI-enabled expertise discovery platform built entirely on AWS. The core application runs on <strong>Amazon ECS</strong> with containerized Odoo ERP, providing predictable scaling and easy deployment across multiple Availability Zones.<br />
An <strong>Application Load Balancer</strong> manages inbound traffic, while <strong>Amazon Route 53</strong> handles DNS.<br />
All application data is stored in <strong>Amazon Aurora PostgreSQL</strong>, chosen for its high availability, automatic backups, and seamless failover. <strong>Amazon EFS</strong> provides shared storage across ECS tasks for attachments and Odoo modules. Outbound traffic from private subnets is routed through a <strong>NAT Gateway</strong>, enabling updates and external API calls.<br />
To enable natural language and semantic expertise search, Cronnect integrates <strong>Amazon Bedrock</strong>, giving users an intuitive way to find skills and capabilities across the group without relying on rigid keyword matching.<br />
Security and configuration are centralized using <strong>AWS Secrets Manager</strong> and <strong>AWS Systems Manager Parameter Store</strong>, while a multi-AZ VPC layout with strict security groups ensures network isolation and compliance.</p>

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			<p>Cronnect delivered clear, measurable impact across the Cronos Group. Some technical outcomes include:</p>
<ul>
<li><strong>Production-grade platform</strong>: A fully deployed, production-ready Odoo-based system tailored to expertise discovery.</li>
<li><strong>High availability</strong>: Multi-AZ architecture with ECS and Aurora provides robust continuity and resilience.</li>
<li><strong>AI integration</strong>: Amazon Bedrock brings natural language and semantic search to a traditional ERP-style system, significantly improving usability.</li>
<li><strong>Scalable design</strong>: ECS Auto Scaling supports usage across 9,500+ employees, with headroom for further growth.</li>
<li><strong>Secure-by-design</strong>: Private subnets, security groups, managed secrets, and controlled access deliver a strong security posture.</li>
</ul>
<p>But also the business impact was significant:</p>
<ul>
<li>Business development and project teams can now easily identify the right internal partners and companies, accelerating cross-company deals and engagements. Leadership and project managers gain clearer insight into where specific skills reside and how they can be mobilized.</li>
<li>Natural language search powered by Amazon Bedrock reduces friction, because users don’t need to know exact tags or codes to find the right expertise. Specialist teams can be more easily “found” and involved in projects, increasing utilization and internal visibility.</li>
</ul>

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			<p>Future enhancements for Cronnect include deeper integration of graph-based relationship modeling (GraphRAG-style patterns), extended AI capabilities for recommendations and matchmaking, and expanded analytics for leadership to understand technology trends, capability clusters, and collaboration patterns across the group.</p>

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			<p style="text-align: right;"><a href="https://cloudar.be/wp-content/uploads/2025/11/Case-Study-Cronos-Cronnect.pdf" target="_blank" rel="noopener noreferrer">Download the case study here </a><a href="https://cloudar.be/wp-content/uploads/2025/11/Case-Study-Cronos-Cronnect.pdf"> <img loading="lazy" decoding="async" class="alignnone wp-image-5815" src="https://cloudar.be/wp-content/uploads/2016/10/13534493561426065224Adobe-Icon.svg.med_.png" alt="" width="21" height="23" /></a></p>

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</div><p>The post <a href="https://cloudar.be/case-studies/cronos-group-cronnect-ai-powered-expertise-discovery-platform/">Cronos Group: Cronnect &#8211; AI-powered Expertise Discovery Platform</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
]]></content:encoded>
					
		
		
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		<item>
		<title>SoundTalks &#8211; Next-Gen Managed Services</title>
		<link>https://cloudar.be/case-studies/soundtalks-next-gen-managed-services/</link>
		
		<dc:creator><![CDATA[Bart Van Hecke]]></dc:creator>
		<pubDate>Thu, 21 Nov 2024 09:30:33 +0000</pubDate>
				<guid isPermaLink="false">https://cloudar.be/?post_type=portfolio&#038;p=22490</guid>

					<description><![CDATA[<p>The post <a href="https://cloudar.be/case-studies/soundtalks-next-gen-managed-services/">SoundTalks &#8211; Next-Gen Managed Services</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
]]></description>
										<content:encoded><![CDATA[<div class="wpb-content-wrapper"><section id="ut-section-69d42f591551e" data-cursor-skin="global" class="vc_section ut-vc-160 vc_section-has-no-fill ut-section-69d42f591552a"><div id="ut-row-69d42f5915e52" data-vc-full-width="true" data-vc-full-width-init="false" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5915e5f" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f591648c" class="vc_column-inner " ><div class="wpb_wrapper">
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			<p><span style="color: #000000;"><i class="fa fa-home"> </i> <u><a style="color: #000000;" href="https://cloudar.be/"> Welcome</a></u> » <u><a style="color: #000000;" href="https://cloudar.be/case-studies">Case Studies</a></u> » <u>SoundTalks &#8211; Next-Gen Managed Services</u></span></p>

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<div class="vc_empty_space" id="ut-empty-space-69d42f59167ac"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f5916e36" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5916e42" ><div class="wpb_column vc_column_container vc_col-sm-8" ><div id="ut_inner_column_69d42f59172fb" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f591737e { color:#ffffff; }#ut_custom_heading69d42f591737e span { background:#ff9900; }#ut_custom_heading69d42f591737e span { padding:0.175em; }#ut_custom_heading69d42f591737e{ font-size: 18px }#ut_custom_heading69d42f591737e{ letter-spacing: 0.04em }#ut_custom_heading69d42f591737e { font-weight:bold; }#ut_custom_heading69d42f591737e { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f591737e { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f591737e { text-align:left; } }</style><h1 id="ut_custom_heading69d42f591737e" data-responsive-font="h1" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;18&quot;,&quot;base-letter-spacing&quot;:&quot;0.04&quot;}" class="ut-custom-heading-module  " ><span class="" >AWS CASE STUDY</span></h1><div class="wpb_content_element "><style type="text/css">#ut_header_69d42f5917812 h2.section-title { font-size:45px !important;line-height:55px !important;letter-spacing:-0.03em; }</style><header id="ut_header_69d42f5917812" class="section-header  ut-no-title-linebreak-mobile ut-no-lead-linebreak-mobile pt-style-2 header-left header-tablet-left header-mobile-center"><h2 data-title="Executive Summary"  data-responsive-font="section_title" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;45&quot;,&quot;font-size-unit&quot;:&quot;px&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;45&quot;},&quot;base-line-height&quot;:&quot;55&quot;,&quot;line-height-unit&quot;:&quot;px&quot;,&quot;line-height&quot;:{&quot;desktop_large&quot;:&quot;55&quot;},&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.03&quot;}}" class="section-title  "><span>Executive Summary</span></h2><div data-delay="0" class="lead "><p>Belgium-based SoundTalks created an artificial intelligence-powered monitoring platform for pig producers that helps detect early-stage respiratory disease symptoms to limit outbreaks. Initially built on Amazon Web Services (AWS) in 2014, the platform required enhanced security and scalability to meet growing demands. Partnering with AWS Partner Cloudar, SoundTalks re-architected its system to follow security best practices, leveraging Amazon ECS, AWS Fargate, and AWS Lambda to enable dynamic scaling.</p>
<p>Beyond the re-architecture, Cloudar now also provides managed services to ensure the platform’s ongoing performance, security, and compliance. Using a managed service framework that includes AWS Landing Zone, SCP policies, AWS Config, Site24x7 monitoring, Cloud Conformity, and Atlassian IT Service Management, Cloudar delivers proactive operational support. This transformation led to a significant reduction in infrastructure costs and improved platform performance by over 1,000 percent.</p>
</div></header></div></div></div></div><div class="wpb_column vc_column_container vc_col-sm-4" ><div id="ut_inner_column_69d42f5918192" class="vc_column-inner " ><div class="wpb_wrapper"><div  class="wpb_content_element   clearfix"><style type="text/css">#ut_am_69d42f59184b8 { opacity: 1; }#ut_am_wrap_69d42f59184b9 .ut-image-gallery-item-caption-title h3 { letter-spacing: -0.01em; }#ut_am_wrap_69d42f59184b9 .ut-gallery-slider-caption { font-weight: bold; }#ut_am_wrap_69d42f59184b9 { text-align: left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_am_wrap_69d42f59184b9 { text-align: left !important; } }@media (max-width: 767px) { #ut_am_wrap_69d42f59184b9 { text-align: center !important; } }</style><div id="ut_am_wrap_69d42f59184b9" class="ut-image-gallery-image "><div id="ut_reveal_69d42f59184ba"  data-appear-top-offset="auto" class="ut-animated-image-item ut-image-gallery-item ut-animation-done "><a class="ut-deactivated-link" href="#"><div class="ut-animated-image-zoom"><img loading="lazy" decoding="async" class="ut-lazy skip-lazy ut-animated-image "  id="ut_am_69d42f59184b8" src="data:image/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 600 400'%2F%3E" data-src="https://cloudar.be/wp-content/uploads/2024/07/soundtalks.png" width="600" height="400" alt=""/></div></a></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f5918ae4" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5918af0" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f5918fe9" class="vc_column-inner " ><div class="wpb_wrapper"><div class="wpb_content_element  vc_custom_1732181513265"><style class="bklyn-inline-styles" type="text/css">#ut_pd_69d42f591905b.ut-portfolio-info-details a { color: #666666; }#ut_pd_69d42f591905b.ut-portfolio-info-details a:visited { color: #666666; }#ut_pd_69d42f591905b.ut-portfolio-info-details a:hover { color: #313131; }#ut_pd_69d42f591905b.ut-portfolio-info-details a:focus { color: #313131; }#ut_pd_69d42f591905b.ut-portfolio-info-details a:active { color: #313131; }</style><div id="ut_pd_69d42f591905b" class="ut-portfolio-info-details ut-portfolio-info-left "><ul class="ut-portfolio-info-details-inline clearfix"><li><h6 class="widget-title">CUSTOMER:</h6><p>SoundTalks</p></li><li><h6 class="widget-title">PROJECT:</h6><p><a title="" href="https://www.soundtalks.com" target="_blank" >https://www.soundtalks.be</a></p></li><li><h6 class="widget-title">FIRST LAUNCH:</h6><p>August, 2024</p></li></ul></div></div><div class="wpb_content_element "><style class="bklyn-inline-styles" type="text/css">#ut_scb_69d42f59190b9 .ut-share-link { color: #313131; }#ut_scb_69d42f59190b9 .ut-share-link:visited { color: #313131; }#ut_scb_69d42f59190b9 .ut-share-link:hover { color: rgba(49,49,49,0.5); }#ut_scb_69d42f59190b9 .ut-share-link:focus { color: rgba(49,49,49,0.5); }#ut_scb_69d42f59190b9 .ut-share-link:active { color: rgba(49,49,49,0.5); }</style><ul id="ut_scb_69d42f59190b9" class="ut-project-sc clearfix  ut-project-sc-left ut-project-sc-tablet-left ut-project-sc-mobile-center"><li><h6 class="widget-title"><span>SHARE:</span></h6></li><li><a class="ut-share-link sc-facebook" data-social="utsharefacebook"><i class="fa fa-facebook"></i></a></li><li><a class="ut-share-link sc-twitter" data-social="utsharetwitter"><i class="fa-brands fa-x-twitter"></i></a></li><li><a class="ut-share-link sc-linkedin" data-social="utsharelinkedin"><i class="fa fa-linkedin"></i></a></li><li><a class="ut-share-link sc-pinterest" data-social="utsharepinterest"><i class="fa fa-pinterest"></i></a></li><li><a class="ut-share-link sc-xing" data-social="utsharexing"><i class="fa fa-xing"></i></a></li></ul></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f59195f1" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f59195fb" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f5919ad9" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f5919b55 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f5919b55 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f5919b55 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f5919b55" data-responsive-font="h3" class="ut-custom-heading-module  " ><span class="" >Customer Profile</span></h3>
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			<p><a href="https://www.soundtalks.com/" target="_blank" rel="noopener">SoundTalks</a> is a Belgium-based startup that has created a cloud-based product for pig producers that uses sound to detect potential respiratory health diseases. Its product allows pig producers to apply their protocols in an earlier stage of disease outbreak, which results in improved productivity and reduced costs. The company operates in China, Europe, South America, and the US.</p>

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			<p>Founded in 2011, SoundTalks is a Belgium-based technology startup that leverages audio-based algorithms powered by artificial intelligence (AI) to operate a monitoring platform in the pig farming industry. This system listens to sounds made by pigs to detect those associated with respiratory diseases, enabling early intervention that reduces antibiotic use, improves animal welfare, enhances productivity, and lowers costs for farmers. Already adopted in markets across China, Europe, South America, and the US, the platform has gained a global footprint.</p>
<p>The system relies on a specialized monitor installed in barns, which records audio along with environmental data like temperature and humidity. Data is then transmitted to the SoundTalks Gateway, which connects to the cloud for processing. Capable of identifying potential respiratory issues up to five days before they might be noticed manually, the platform provides early alerts to pig producers, enabling swift action to prevent outbreaks.</p>
<p>Originally developed on AWS, SoundTalks found that as its customer base expanded, its platform needed enhancements for handling growth, minimizing single points of failure, scaling efficiently, and adhering to robust security standards. To address these needs, SoundTalks engaged AWS Partner Cloudar, who conducted an AWS Well-Architected review in February 2023. This review highlighted key areas for improvement to make the platform more secure, scalable, and cost-effective.</p>
<p>Building on this transformation, Cloudar now provides ongoing managed services for the platform, using a framework that includes AWS Landing Zone, SCP policies, AWS Config, Site24x7 monitoring, Cloud Conformity for security and compliance, and Atlassian IT Service Management. With Cloudar’s proactive operational support, SoundTalks is assured of a platform that remains resilient, compliant, and optimized as it continues to grow.</p>

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</div></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f591b1eb" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f591b1f5" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f591b806" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f591b88d { font-size:18px !important;letter-spacing:-0.01em; }#ut_custom_heading69d42f591b88d { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f591b88d { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f591b88d { text-align:left; } }</style><h3 id="ut_custom_heading69d42f591b88d" data-responsive-font="h3" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;global&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;18&quot;},&quot;base-line-height&quot;:&quot;global&quot;,&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.01&quot;}}" class="ut-custom-heading-module  " ><span class="" >Partner Solution</span></h3>
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			<p>To meet SoundTalks’ evolving needs, Cloudar provided a solution that combined an enhanced AWS infrastructure with comprehensive managed services designed for resilience, scalability, and security. The solution began with migrating SoundTalks’ application containers from Docker and AWS Elastic Beanstalk to Amazon Elastic Container Service (ECS) and AWS Fargate. This re-architecture provided a robust, serverless environment that scales automatically based on demand, alleviating previous issues of manual scaling and single points of failure.</p>
<p>Cloudar’s managed service framework was then deployed to ensure ongoing platform optimization, security, and compliance. This framework includes AWS Landing Zone for a secure, multi-account structure, along with SCP policies and AWS Config to enforce continuous governance and policy compliance. Cloudar integrated Site24x7 for real-time monitoring, allowing proactive identification and resolution of potential issues before they impact SoundTalks’ operations. Additionally, Cloud Conformity is used for continuous security and compliance monitoring, ensuring that all AWS resources are consistently aligned with best practices.</p>
<p>Through Atlassian IT Service Management and Confluence, Cloudar provides a structured approach to incident management, documentation, and knowledge sharing, ensuring transparency and continuous improvement. This managed service framework allows Cloudar to take full responsibility for the health and performance of SoundTalks&#8217; infrastructure, providing proactive monitoring, compliance support, and risk management. By offloading infrastructure management to Cloudar, SoundTalks benefits from a secure, scalable platform capable of supporting its global expansion, allowing its team to focus entirely on advancing their core AI technology and expanding their reach in the agricultural sector.</p>

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			<p data-renderer-start-pos="5283">Through Cloudar’s managed services, SoundTalks achieved a resilient, scalable platform that ensures high performance, cost efficiency, and robust compliance—all critical for its expanding, global customer base.</p>
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<p data-renderer-start-pos="5497"><strong data-renderer-mark="true">Scalability and High-Volume Processing</strong><br />
With Cloudar’s managed AWS infrastructure, SoundTalks now processes up to 10,000 messages per second using Amazon SQS and AWS Lambda. The platform seamlessly handles large, unpredictable data batches, enabling efficient processing without manual intervention. Cloudar’s managed services ensure the system auto-scales to meet demand, maintaining performance during peak loads.</p>
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<p data-renderer-start-pos="5918"><strong data-renderer-mark="true">Cost Optimization</strong><br />
By adopting a serverless architecture with AWS Fargate and AWS Graviton processors, SoundTalks reduced infrastructure costs by 25%. Cloudar’s managed services also continuously monitor resource usage, optimizing configurations to align costs with actual load, ensuring SoundTalks pays only for what it uses.</p>
</li>
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<p data-renderer-start-pos="6250"><strong data-renderer-mark="true">Enhanced Security and Compliance</strong><br />
Cloudar’s managed service framework includes Cloud Conformity and AWS Config for continuous security and compliance checks, protecting SoundTalks from risks as it expands into new regions. The proactive monitoring and compliance tools in place ensure all resources adhere to global security standards, providing SoundTalks with a secure foundation for growth.</p>
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<p data-renderer-start-pos="6649"><strong data-renderer-mark="true">Operational Efficiency</strong><br />
With Cloudar’s proactive incident management and monitoring through Site24x7 and Atlassian IT Service Management, SoundTalks reduced the need for internal resources to handle infrastructure maintenance. This efficiency allowed SoundTalks’ team to focus on product development while Cloudar manages system health, security, and compliance.</p>
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<p data-renderer-start-pos="7017"><strong data-renderer-mark="true">Improved Global Reach and Customer Satisfaction</strong><br />
The optimized platform now delivers reliable, responsive service to customers in Asia, Europe, South America, and North America. Cloudar’s managed services framework ensures low-latency, uninterrupted service, resulting in improved customer satisfaction and a strong foundation for continued global growth.</p>
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</div><p>The post <a href="https://cloudar.be/case-studies/soundtalks-next-gen-managed-services/">SoundTalks &#8211; Next-Gen Managed Services</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
]]></content:encoded>
					
		
		
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		<item>
		<title>iD17 &#8211; Inventory Availability &#124; an AI Case Study</title>
		<link>https://cloudar.be/case-studies/id17-inventory-availability-an-ai-case-study/</link>
		
		<dc:creator><![CDATA[Bart Van Hecke]]></dc:creator>
		<pubDate>Sat, 19 Oct 2024 09:25:02 +0000</pubDate>
				<guid isPermaLink="false">https://cloudar.be/?post_type=portfolio&#038;p=22401</guid>

					<description><![CDATA[<p>The post <a href="https://cloudar.be/case-studies/id17-inventory-availability-an-ai-case-study/">iD17 &#8211; Inventory Availability | an AI Case Study</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
]]></description>
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			<p><span style="color: #000000;"><i class="fa fa-home"> </i> <u><a style="color: #000000;" href="https://cloudar.be/"> Welcome</a></u> » <u><a style="color: #000000;" href="https://cloudar.be/case-studies">Case Studies</a></u> » <u>iD17 &#8211; Inventory availability | an AI Case Study</u></span></p>

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<div class="vc_empty_space" id="ut-empty-space-69d42f5921520"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f5921a63" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5921a6c" ><div class="wpb_column vc_column_container vc_col-sm-8" ><div id="ut_inner_column_69d42f5921f16" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f5921f91 { color:#ffffff; }#ut_custom_heading69d42f5921f91 span { background:#ff9900; }#ut_custom_heading69d42f5921f91 span { padding:0.175em; }#ut_custom_heading69d42f5921f91{ font-size: 18px }#ut_custom_heading69d42f5921f91{ letter-spacing: 0.04em }#ut_custom_heading69d42f5921f91 { font-weight:bold; }#ut_custom_heading69d42f5921f91 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f5921f91 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f5921f91 { text-align:left; } }</style><h1 id="ut_custom_heading69d42f5921f91" data-responsive-font="h1" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;18&quot;,&quot;base-letter-spacing&quot;:&quot;0.04&quot;}" class="ut-custom-heading-module  " ><span class="" >AWS CASE STUDY</span></h1><div class="wpb_content_element "><style type="text/css">#ut_header_69d42f5922401 h2.section-title { font-size:45px !important;line-height:55px !important;letter-spacing:-0.03em; }</style><header id="ut_header_69d42f5922401" class="section-header  ut-no-title-linebreak-mobile ut-no-lead-linebreak-mobile pt-style-2 header-left header-tablet-left header-mobile-center"><h2 data-title="Executive Summary"  data-responsive-font="section_title" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;45&quot;,&quot;font-size-unit&quot;:&quot;px&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;45&quot;},&quot;base-line-height&quot;:&quot;55&quot;,&quot;line-height-unit&quot;:&quot;px&quot;,&quot;line-height&quot;:{&quot;desktop_large&quot;:&quot;55&quot;},&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.03&quot;}}" class="section-title  "><span>Executive Summary</span></h2><div data-delay="0" class="lead "><p>iD17 is a boutique home staging and interior styling company that specializes in transforming properties for sale with a focus on personalized, stylish design solutions. Facing challenges associated with traditional, manual processes for inventory checks, booking management, and client interactions, iD17 partnered with a trusted AWS partner to deploy a generative AI chatbot solution. This solution utilizes AWS-managed services to streamline operations, integrate real-time inventory data, offer personalized staging suggestions, and automate scheduling processes.</p>
</div></header></div></div></div></div><div class="wpb_column vc_column_container vc_col-sm-4" ><div id="ut_inner_column_69d42f5922d9e" class="vc_column-inner " ><div class="wpb_wrapper"><div  class="wpb_content_element   clearfix"><style type="text/css">#ut_am_69d42f5923187 { opacity: 1; }#ut_am_wrap_69d42f5923188 .ut-image-gallery-item-caption-title h3 { letter-spacing: -0.01em; }#ut_am_wrap_69d42f5923188 .ut-gallery-slider-caption { font-weight: bold; }#ut_am_wrap_69d42f5923188 { text-align: left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_am_wrap_69d42f5923188 { text-align: left !important; } }@media (max-width: 767px) { #ut_am_wrap_69d42f5923188 { text-align: center !important; } }</style><div id="ut_am_wrap_69d42f5923188" class="ut-image-gallery-image "><div id="ut_reveal_69d42f5923189"  data-appear-top-offset="auto" class="ut-animated-image-item ut-image-gallery-item ut-animation-done "><a class="ut-deactivated-link" href="#"><div class="ut-animated-image-zoom"><img loading="lazy" decoding="async" class="ut-lazy skip-lazy ut-animated-image "  id="ut_am_69d42f5923187" src="data:image/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 1723 1723'%2F%3E" data-src="https://cloudar.be/wp-content/uploads/2024/10/Black-extra-large.png" width="1723" height="1723" alt=""/></div></a></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f59237eb" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f59237f5" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f5923cc7" class="vc_column-inner " ><div class="wpb_wrapper"><div class="wpb_content_element  vc_custom_1729329175888"><style class="bklyn-inline-styles" type="text/css">#ut_pd_69d42f5923d39.ut-portfolio-info-details a { color: #666666; }#ut_pd_69d42f5923d39.ut-portfolio-info-details a:visited { color: #666666; }#ut_pd_69d42f5923d39.ut-portfolio-info-details a:hover { color: #313131; }#ut_pd_69d42f5923d39.ut-portfolio-info-details a:focus { color: #313131; }#ut_pd_69d42f5923d39.ut-portfolio-info-details a:active { color: #313131; }</style><div id="ut_pd_69d42f5923d39" class="ut-portfolio-info-details ut-portfolio-info-left "><ul class="ut-portfolio-info-details-inline clearfix"><li><h6 class="widget-title">CUSTOMER:</h6><p>iD17</p></li><li><h6 class="widget-title">PROJECT:</h6><p><a title="" href="https://www.id17.be" target="_blank" >https://www.id17.be</a></p></li><li><h6 class="widget-title">FIRST LAUNCH:</h6><p>September, 2024</p></li></ul></div></div><div class="wpb_content_element "><style class="bklyn-inline-styles" type="text/css">#ut_scb_69d42f5923d93 .ut-share-link { color: #313131; }#ut_scb_69d42f5923d93 .ut-share-link:visited { color: #313131; }#ut_scb_69d42f5923d93 .ut-share-link:hover { color: rgba(49,49,49,0.5); }#ut_scb_69d42f5923d93 .ut-share-link:focus { color: rgba(49,49,49,0.5); }#ut_scb_69d42f5923d93 .ut-share-link:active { color: rgba(49,49,49,0.5); }</style><ul id="ut_scb_69d42f5923d93" class="ut-project-sc clearfix  ut-project-sc-left ut-project-sc-tablet-left ut-project-sc-mobile-center"><li><h6 class="widget-title"><span>SHARE:</span></h6></li><li><a class="ut-share-link sc-facebook" data-social="utsharefacebook"><i class="fa fa-facebook"></i></a></li><li><a class="ut-share-link sc-twitter" data-social="utsharetwitter"><i class="fa-brands fa-x-twitter"></i></a></li><li><a class="ut-share-link sc-linkedin" data-social="utsharelinkedin"><i class="fa fa-linkedin"></i></a></li><li><a class="ut-share-link sc-pinterest" data-social="utsharepinterest"><i class="fa fa-pinterest"></i></a></li><li><a class="ut-share-link sc-xing" data-social="utsharexing"><i class="fa fa-xing"></i></a></li></ul></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f59242e4" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f59242ee" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f59247e6" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f592486a { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f592486a { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f592486a { text-align:left; } }</style><h3 id="ut_custom_heading69d42f592486a" data-responsive-font="h3" class="ut-custom-heading-module  " ><span class="" >Customer Profile</span></h3>
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			<p><strong>Established in 2017, iD17 has quickly become known in the real estate market for its innovative approach to home staging. The company offers a comprehensive range of services including interior styling, real estate staging, showroom styling, and even event styling.</strong></p>
<p><strong> </strong></p>
<p><strong>In addition, iD17 provides a distinctive handyman service, known as “Klussen in Style”, which brings professional precision to interior projects. </strong></p>
<p><strong> </strong></p>
<p><strong>The business’ ethos is built on delivering tailor-made solutions that combine artistic design with functional efficiency, ensuring that spaces are both visually appealing and market-ready.</strong></p>

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			<p>As iD17&#8217;s reputation grew, it encountered several operational challenges that are common in the traditional approach to business management:</p>
<ul>
<li><strong>Manual Processes</strong>: Administrative tasks such as checking inventory, making recommendations, and managing bookings were time-intensive, demanding significant staff hours.</li>
<li><strong>Limited Availability</strong>: The manual nature of these processes sometimes led to delays, causing missed opportunities for clients needing immediate responses on availability and suggestions.</li>
<li><strong>Scalability Concerns</strong>: With increasing demand, the scalability of the existing manual system became a concern, as expanding the workforce was not feasible without impacting operational efficiency.</li>
<li><strong>Customer Experience</strong>: Real estate agents and homeowners often experienced sluggish response times, impacting the overall customer satisfaction and engagement.</li>
</ul>
<p>&nbsp;</p>
<p>To overcome these issues, iD17 sought a technology-driven solution that would not only automate these processes but also impart quantitative improvements in operational and financial performance.</p>

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			<p>Cloudar, as a trusted AWS partner, designed and implemented a chatbot solution tailored to iD17&#8217;s business needs. Key elements of the solution included:</p>
<p>&nbsp;</p>
<p><u>AWS-Powered Infrastructure</u></p>
<p>The chatbot was built using AWS services, providing a scalable and secure platform that could handle real-time queries and deliver fast responses.</p>
<p>&nbsp;</p>
<p><u>Inventory Integration</u></p>
<p>The chatbot was connected to iD17&#8217;s existing database of furniture and decor items, ensuring up-to-date information on availability. This allowed clients to instantly check if specific items were available.</p>
<p>&nbsp;</p>
<p><u>Personalized Staging Recommendations</u></p>
<p>Utilizing natural language processing and artificial intelligence, the chatbot interprets client preferences such as style, budget, and room type to offer bespoke staging suggestions. This feature greatly enhances the customer interaction experience, delivering information tailored to each client&#8217;s specific needs.</p>
<p>&nbsp;</p>
<p><u>Automated Booking and Scheduling</u></p>
<p>The integration of a booking system within the chatbot allows clients to reserve staging items and schedule deliveries directly, without the need for intermediary communication. This not only accelerates the turnaround time for customer requests but also minimizes human error.</p>

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<style type="text/css">#ut_custom_heading69d42f5926b44 { font-size:18px !important;letter-spacing:-0.01em; }#ut_custom_heading69d42f5926b44 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f5926b44 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f5926b44 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f5926b44" data-responsive-font="h3" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;global&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;18&quot;},&quot;base-line-height&quot;:&quot;global&quot;,&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.01&quot;}}" class="ut-custom-heading-module  " ><span class="" >Partner Solution &#8211; Techical</span></h3>
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			<p>The solution is based on Cloudar’s Claude Chatbot (more info: <a href="https://cloudar.be/awsblog/claude-chatbot-on-aws/" target="_blank" rel="noopener">https://cloudar.be/awsblog/claude-chatbot-on-aws/</a>) which is an architecture built on AWS managed services, eliminating the need for infrastructure management. Utilizing Amazon Bedrock, there&#8217;s no need to communicate with APIs outside of AWS. This enables deploying scalable, reliable, and secure applications.</p>
<p>AWS Services used:</p>
<ul>
<li><span style="text-decoration: underline;">Amazon DynamoDB</span>: NoSQL database for conversation history storage</li>
<li><span style="text-decoration: underline;">Amazon API Gateway + AWS Lambda</span>: Backend API endpoint (AWS Lambda Web Adapter, FastAPI)</li>
<li><span style="text-decoration: underline;">Amazon CloudFront + S3</span>: Frontend application delivery (React, Tailwind CSS)</li>
<li><span style="text-decoration: underline;">AWS WAF</span>: IP address restriction</li>
<li><span style="text-decoration: underline;">Amazon Cognito</span>: User authentication</li>
<li><span style="text-decoration: underline;">Amazon Bedrock</span>: Managed service to utilize foundational models via APIs. Claude is used for chat response and Cohere for vector embedding</li>
<li><span style="text-decoration: underline;">Amazon EventBridge Pipes</span>: Receiving event from DynamoDB stream and launching ECS task to embed external knowledge</li>
<li><span style="text-decoration: underline;">Amazon Elastic Container Service</span>: Run crawling, parsing and embedding tasks. Cohere Multilingual is the model used for embedding.</li>
<li><span style="text-decoration: underline;">Amazon Aurora PostgreSQL</span>: Scalable vector store with pgvector plugin</li>
<li><span style="text-decoration: underline;">Amazon Athena</span>: Query service to analyze S3 bucket</li>
</ul>

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</div></div></div><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f5926ece" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f5927071 { font-size:18px !important;letter-spacing:-0.01em; }#ut_custom_heading69d42f5927071 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f5927071 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f5927071 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f5927071" data-responsive-font="h3" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;global&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;18&quot;},&quot;base-line-height&quot;:&quot;global&quot;,&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.01&quot;}}" class="ut-custom-heading-module  " ><span class="" >Results and Benefits</span></h3>
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			<p>The integration of the chatbot, powered by AWS and implemented by Cloudar, provided numerous benefits for iD17:</p>
<p>&nbsp;</p>
<ul>
<li><u>Operational Efficiency</u>: The chatbot automated many of the manual processes involved in checking inventory and managing bookings. This allowed iD17’s team to focus on high-value tasks, such as client consultations and creative staging work.</li>
<li><u>Improved Customer Experience</u>: Clients, including real estate agents and homeowners, could now receive instant responses regarding product availability and tailored staging suggestions, greatly enhancing their interaction with iD17.</li>
<li><u>Increased Scalability</u>: With Cloudar’s solution, iD17 was able to handle a higher volume of customer inquiries and staging requests without needing to scale up its staff. The AWS-powered chatbot ensured that the system could grow with the business.</li>
<li><u>Faster Conversions</u>: Real-time inventory checks and the ability to instantly book items allowed clients to make quicker decisions, reducing the time it took to close staging deals and resulting in higher conversion rates.</li>
<li><u>Cost Savings</u>: By automating client interactions and booking processes, iD17 saved on labor costs and was able to operate more efficiently without compromising the quality of service.</li>
</ul>
<p>&nbsp;</p>
<p>Overall, iD17 was able to provide a more dynamic, responsive service while scaling its operations, positioning itself as a forward-thinking, tech-enabled home staging business in the competitive real estate market.</p>

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			<p style="text-align: right;"><a href="https://cloudar.be/wp-content/uploads/2025/02/iD17-Inventory-Availability-with-AI.pdf" target="_blank" rel="noopener noreferrer">Download the case study here </a><a href="https://cloudar.be/wp-content/uploads/2025/02/iD17-Inventory-Availability-with-AI.pdf"> <img loading="lazy" decoding="async" class="alignnone wp-image-5815" src="https://cloudar.be/wp-content/uploads/2016/10/13534493561426065224Adobe-Icon.svg.med_.png" alt="" width="21" height="23" /></a></p>

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</div><p>The post <a href="https://cloudar.be/case-studies/id17-inventory-availability-an-ai-case-study/">iD17 &#8211; Inventory Availability | an AI Case Study</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
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		<title>iCAT &#8211; Precision Energy Price Forecasting</title>
		<link>https://cloudar.be/case-studies/icat-precision-energy-price-forecasting/</link>
		
		<dc:creator><![CDATA[Bart Van Hecke]]></dc:creator>
		<pubDate>Tue, 17 Sep 2024 17:36:36 +0000</pubDate>
				<guid isPermaLink="false">https://cloudar.be/?post_type=portfolio&#038;p=22482</guid>

					<description><![CDATA[<p>The post <a href="https://cloudar.be/case-studies/icat-precision-energy-price-forecasting/">iCAT &#8211; Precision Energy Price Forecasting</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
]]></description>
										<content:encoded><![CDATA[<div class="wpb-content-wrapper"><section id="ut-section-69d42f592c2bc" data-cursor-skin="global" class="vc_section ut-vc-160 vc_section-has-no-fill ut-section-69d42f592c2cc"><div id="ut-row-69d42f592cac5" data-vc-full-width="true" data-vc-full-width-init="false" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f592cad3" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f592ed98" class="vc_column-inner " ><div class="wpb_wrapper">
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			<p><span style="color: #000000;"><i class="fa fa-home"> </i> <u><a style="color: #000000;" href="https://cloudar.be/"> Welcome</a></u> » <u><a style="color: #000000;" href="https://cloudar.be/case-studies">Case Studies</a></u> » <u>iCAT &#8211; Precision Energy Price Forecasting</u></span></p>

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<div class="vc_empty_space" id="ut-empty-space-69d42f592f126"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f592f7ea" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f592f7f7" ><div class="wpb_column vc_column_container vc_col-sm-8" ><div id="ut_inner_column_69d42f592fd71" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f592fdfa { color:#ffffff; }#ut_custom_heading69d42f592fdfa span { background:#ff9900; }#ut_custom_heading69d42f592fdfa span { padding:0.175em; }#ut_custom_heading69d42f592fdfa{ font-size: 18px }#ut_custom_heading69d42f592fdfa{ letter-spacing: 0.04em }#ut_custom_heading69d42f592fdfa { font-weight:bold; }#ut_custom_heading69d42f592fdfa { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f592fdfa { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f592fdfa { text-align:left; } }</style><h1 id="ut_custom_heading69d42f592fdfa" data-responsive-font="h1" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;18&quot;,&quot;base-letter-spacing&quot;:&quot;0.04&quot;}" class="ut-custom-heading-module  " ><span class="" >AWS CASE STUDY</span></h1><div class="wpb_content_element "><style type="text/css">#ut_header_69d42f5930240 h2.section-title { font-size:45px !important;line-height:55px !important;letter-spacing:-0.03em; }</style><header id="ut_header_69d42f5930240" class="section-header  ut-no-title-linebreak-mobile ut-no-lead-linebreak-mobile pt-style-2 header-left header-tablet-left header-mobile-center"><h2 data-title="Executive Summary"  data-responsive-font="section_title" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;45&quot;,&quot;font-size-unit&quot;:&quot;px&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;45&quot;},&quot;base-line-height&quot;:&quot;55&quot;,&quot;line-height-unit&quot;:&quot;px&quot;,&quot;line-height&quot;:{&quot;desktop_large&quot;:&quot;55&quot;},&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.03&quot;}}" class="section-title  "><span>Executive Summary</span></h2><div data-delay="0" class="lead "><p>iCAT partnered with Cloudar to create a scalable energy price forecasting platform for an energy sector client. Using AWS services like Amazon S3, SageMaker, Bedrock, and Fargate, the solution automated data handling, enhanced forecasting precision, and reduced costs. Additionally, by integrating AWS Bedrock models and Amazon Q, the solution leveraged Generative AI capabilities for advanced data insights and model explainability. The client achieved faster processing, improved decision-making, and a future-ready architecture, solidifying iCAT’s role as a trusted IT partner.</p>
</div></header></div></div></div></div><div class="wpb_column vc_column_container vc_col-sm-4" ><div id="ut_inner_column_69d42f5930b79" class="vc_column-inner " ><div class="wpb_wrapper"><div  class="wpb_content_element   clearfix"><style type="text/css">#ut_am_69d42f5930f34 { opacity: 1; }#ut_am_wrap_69d42f5930f35 .ut-image-gallery-item-caption-title h3 { letter-spacing: -0.01em; }#ut_am_wrap_69d42f5930f35 .ut-gallery-slider-caption { font-weight: bold; }#ut_am_wrap_69d42f5930f35 { text-align: left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_am_wrap_69d42f5930f35 { text-align: left !important; } }@media (max-width: 767px) { #ut_am_wrap_69d42f5930f35 { text-align: center !important; } }</style><div id="ut_am_wrap_69d42f5930f35" class="ut-image-gallery-image "><div id="ut_reveal_69d42f5930f36"  data-appear-top-offset="auto" class="ut-animated-image-item ut-image-gallery-item ut-animation-done "><a class="ut-deactivated-link" href="#"><div class="ut-animated-image-zoom"><img loading="lazy" decoding="async" class="ut-lazy skip-lazy ut-animated-image "  id="ut_am_69d42f5930f34" src="data:image/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 450 450'%2F%3E" data-src="https://cloudar.be/wp-content/uploads/2024/11/icat.jpg" width="450" height="450" alt=""/></div></a></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f5931536" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5931543" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f5931a74" class="vc_column-inner " ><div class="wpb_wrapper"><div class="wpb_content_element  vc_custom_1732130592578"><style class="bklyn-inline-styles" type="text/css">#ut_pd_69d42f5931aed.ut-portfolio-info-details a { color: #666666; }#ut_pd_69d42f5931aed.ut-portfolio-info-details a:visited { color: #666666; }#ut_pd_69d42f5931aed.ut-portfolio-info-details a:hover { color: #313131; }#ut_pd_69d42f5931aed.ut-portfolio-info-details a:focus { color: #313131; }#ut_pd_69d42f5931aed.ut-portfolio-info-details a:active { color: #313131; }</style><div id="ut_pd_69d42f5931aed" class="ut-portfolio-info-details ut-portfolio-info-left "><ul class="ut-portfolio-info-details-inline clearfix"><li><h6 class="widget-title">CUSTOMER:</h6><p>iCAT</p></li><li><h6 class="widget-title">PROJECT:</h6><p><a title="" href="https://www.icat.be" target="_blank" >https://www.icat.be</a></p></li><li><h6 class="widget-title">FIRST LAUNCH:</h6><p>August, 2024</p></li></ul></div></div><div class="wpb_content_element "><style class="bklyn-inline-styles" type="text/css">#ut_scb_69d42f5931b4b .ut-share-link { color: #313131; }#ut_scb_69d42f5931b4b .ut-share-link:visited { color: #313131; }#ut_scb_69d42f5931b4b .ut-share-link:hover { color: rgba(49,49,49,0.5); }#ut_scb_69d42f5931b4b .ut-share-link:focus { color: rgba(49,49,49,0.5); }#ut_scb_69d42f5931b4b .ut-share-link:active { color: rgba(49,49,49,0.5); }</style><ul id="ut_scb_69d42f5931b4b" class="ut-project-sc clearfix  ut-project-sc-left ut-project-sc-tablet-left ut-project-sc-mobile-center"><li><h6 class="widget-title"><span>SHARE:</span></h6></li><li><a class="ut-share-link sc-facebook" data-social="utsharefacebook"><i class="fa fa-facebook"></i></a></li><li><a class="ut-share-link sc-twitter" data-social="utsharetwitter"><i class="fa-brands fa-x-twitter"></i></a></li><li><a class="ut-share-link sc-linkedin" data-social="utsharelinkedin"><i class="fa fa-linkedin"></i></a></li><li><a class="ut-share-link sc-pinterest" data-social="utsharepinterest"><i class="fa fa-pinterest"></i></a></li><li><a class="ut-share-link sc-xing" data-social="utsharexing"><i class="fa fa-xing"></i></a></li></ul></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f5932127" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5932131" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f593260a" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f5932688 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f5932688 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f5932688 { text-align:left; } }</style><h3 id="ut_custom_heading69d42f5932688" data-responsive-font="h3" class="ut-custom-heading-module  " ><span class="" >Customer Profile</span></h3>
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			<p>iCAT is a Belgian IT consulting company that partners with businesses across industries to address complex IT challenges. With a reputation for delivering cutting-edge solutions, iCAT specializes in leveraging innovative technologies to empower their clients and drive digital transformation. In this case, iCAT sought Cloudar&#8217;s expertise to develop a scalable, cloud-based energy price forecasting solution for one of their energy sector customers.</p>

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			<p>iCAT’s customer, a key player in the energy sector, required a solution to accurately forecast energy prices using large, complex datasets. The data included historical energy prices, weather patterns, and real-time market events. The challenge lay in processing these vast amounts of information efficiently and using machine learning models to generate highly accurate forecasts.</p>
<p>&nbsp;</p>
<p>The customer needed a reliable, automated, and scalable platform to manage this data and drive decision-making. Without a robust solution, their ability to compete in the volatile energy market was at risk. iCAT, while possessing the domain expertise, partnered with Cloudar to design and implement a solution tailored to their customer’s requirements, incorporating AWS’s Generative AI stack to enhance forecasting capabilities.</p>

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			<p>Cloudar collaborated with iCAT to design and implement a state-of-the-art energy price forecasting solution using AWS services. The architecture was built to address scalability, automation, precision, and AI-driven insights, ensuring seamless operations for iCAT’s customer.</p>
<p>&nbsp;</p>
<p><strong><u>Data Aggregation and Storage:</u></strong><br />
Using Amazon S3, iCAT’s customer consolidated their diverse datasets, creating a centralized data repository. This data lake allowed the storage of structured and unstructured data, enabling efficient access and processing for machine learning pipelines.</p>
<p>&nbsp;</p>
<p><strong><u>Workflow Orchestration and Automation:</u></strong><br />
AWS Step Functions were employed to orchestrate complex workflows, automating the ingestion, transformation, and validation of data. Step Functions coordinated the triggering of AWS Lambda functions to handle data cleaning and preparation, ensuring high-quality input for the machine learning models.</p>
<p>&nbsp;</p>
<p><strong><u>Machine Learning and Model Management:</u></strong><br />
Machine learning models were trained, deployed, and monitored using Amazon SageMaker. The models were optimized for forecasting energy prices with precision, leveraging SageMaker’s built-in capabilities for scalable training and deployment.</p>
<p>Additionally, AWS Bedrock models were integrated to enhance forecasting accuracy through Retrieval-Augmented Generation (RAG). By leveraging Bedrock, the solution incorporated historical energy data into model predictions dynamically, improving contextual understanding and refining forecast accuracy.</p>
<p><strong><u>Generative AI-Enhanced Data Insights:<br />
</u></strong>To provide deeper insights into forecast trends, Amazon Bedrock was integrated into the solution. Amazon Bedrock enabled natural language-driven analysis of pricing trends, helping stakeholders derive actionable insights without requiring advanced data science expertise. This improved interpretability and usability of the forecasting outputs.</p>
<p>&nbsp;</p>
<p><strong><u>Compute Resource Management:</u></strong></p>
<p>Computational workloads were containerized and executed using Amazon ECS with Fargate. This allowed iCAT’s customer to scale operations dynamically, ensuring efficient resource utilization during peak workloads while maintaining cost efficiency.</p>
<p>&nbsp;</p>
<p><strong><u>Security and Governance:<br />
</u></strong>To align with AWS’s Generative AI competency requirements, robust security measures were implemented, including:</p>
<ul>
<li>Fine-grained access control using AWS IAM for model access and data security.</li>
<li>Continuous monitoring with AWS CloudTrail and AWS Config to ensure compliance.</li>
<li>Model governance policies for Bedrock and SageMaker deployments to maintain reliability and mitigate bias.</li>
</ul>

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			<p>The AWS-based architecture delivered measurable results for iCAT and their energy sector customer:</p>
<ul>
<li><strong><u>50% Faster Processing:</u></strong> Workflow automation with Step Functions and Lambda significantly reduced the time required for data preparation and analysis.</li>
<li><strong><u>Increased Forecasting Accuracy:</u></strong> Machine learning models trained on high-quality data in SageMaker produced highly accurate predictions, improving decision-making for energy pricing strategies.</li>
<li><strong><u>30% Cost Savings:</u></strong> Fargate’s serverless model eliminated infrastructure management overhead and reduced operational expenses.</li>
<li><strong><u>Scalable and Future-Ready:</u></strong> The architecture seamlessly handled increasing data volumes and positioned iCAT’s customer for further growth and innovation.</li>
</ul>
<p>By delivering this solution, iCAT enhanced its customer’s operational efficiency and reinforced its reputation as a trusted IT partner capable of addressing the most complex challenges in the market.</p>

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			<p style="text-align: right;"><a href="https://cloudar.be/wp-content/uploads/2025/02/iCAT-Precision-Energy-Price-Forecasting.pdf" target="_blank" rel="noopener noreferrer">Download the case study here </a><a href="https://cloudar.be/wp-content/uploads/2025/02/iCAT-Precision-Energy-Price-Forecasting.pdf"> <img loading="lazy" decoding="async" class="alignnone wp-image-5815" src="https://cloudar.be/wp-content/uploads/2016/10/13534493561426065224Adobe-Icon.svg.med_.png" alt="" width="21" height="23" /></a></p>

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</div><p>The post <a href="https://cloudar.be/case-studies/icat-precision-energy-price-forecasting/">iCAT &#8211; Precision Energy Price Forecasting</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
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		<title>SoundTalks &#8211; AI-Based Pig Respiratory Health Monitoring</title>
		<link>https://cloudar.be/case-studies/soundtalks-ai-based-pig-respiratory-health-monitoring-focussed-on-digital-sovereignty/</link>
		
		<dc:creator><![CDATA[Bart Van Hecke]]></dc:creator>
		<pubDate>Mon, 01 Jul 2024 08:49:34 +0000</pubDate>
				<guid isPermaLink="false">https://cloudar.be/?post_type=portfolio&#038;p=22172</guid>

					<description><![CDATA[<p>The post <a href="https://cloudar.be/case-studies/soundtalks-ai-based-pig-respiratory-health-monitoring-focussed-on-digital-sovereignty/">SoundTalks &#8211; AI-Based Pig Respiratory Health Monitoring</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
]]></description>
										<content:encoded><![CDATA[<div class="wpb-content-wrapper"><section id="ut-section-69d42f5939630" data-cursor-skin="global" class="vc_section ut-vc-160 vc_section-has-no-fill ut-section-69d42f593963a"><div id="ut-row-69d42f5939e62" data-vc-full-width="true" data-vc-full-width-init="false" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f5939e6d" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f593a37e" class="vc_column-inner " ><div class="wpb_wrapper">
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			<p><span style="color: #000000;"><i class="fa fa-home"> </i> <u><a style="color: #000000;" href="https://cloudar.be/"> Welcome</a></u> » <u><a style="color: #000000;" href="https://cloudar.be/case-studies">Case Studies</a></u> » <u>SoundTalks &#8211; AI-Based Pig Respiratory Health Monitoring</u></span></p>

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<div class="vc_empty_space" id="ut-empty-space-69d42f593a671"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f593abe2" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f593abed" ><div class="wpb_column vc_column_container vc_col-sm-8" ><div id="ut_inner_column_69d42f593b093" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f593b114 { color:#ffffff; }#ut_custom_heading69d42f593b114 span { background:#ff9900; }#ut_custom_heading69d42f593b114 span { padding:0.175em; }#ut_custom_heading69d42f593b114{ font-size: 18px }#ut_custom_heading69d42f593b114{ letter-spacing: 0.04em }#ut_custom_heading69d42f593b114 { font-weight:bold; }#ut_custom_heading69d42f593b114 { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f593b114 { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f593b114 { text-align:left; } }</style><h1 id="ut_custom_heading69d42f593b114" data-responsive-font="h1" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;18&quot;,&quot;base-letter-spacing&quot;:&quot;0.04&quot;}" class="ut-custom-heading-module  " ><span class="" >AWS CASE STUDY</span></h1><div class="wpb_content_element "><style type="text/css">#ut_header_69d42f593b512 h2.section-title { font-size:45px !important;line-height:55px !important;letter-spacing:-0.03em; }</style><header id="ut_header_69d42f593b512" class="section-header  ut-no-title-linebreak-mobile ut-no-lead-linebreak-mobile pt-style-2 header-left header-tablet-left header-mobile-center"><h2 data-title="Executive Summary"  data-responsive-font="section_title" data-responsive-font-settings="{&quot;base-font-size&quot;:&quot;45&quot;,&quot;font-size-unit&quot;:&quot;px&quot;,&quot;font-size&quot;:{&quot;desktop_large&quot;:&quot;45&quot;},&quot;base-line-height&quot;:&quot;55&quot;,&quot;line-height-unit&quot;:&quot;px&quot;,&quot;line-height&quot;:{&quot;desktop_large&quot;:&quot;55&quot;},&quot;base-letter-spacing&quot;:&quot;global&quot;,&quot;letter-spacing&quot;:{&quot;desktop_large&quot;:&quot;-0.03&quot;}}" class="section-title  "><span>Executive Summary</span></h2><div data-delay="0" class="lead "><p>Belgium-based SoundTalks created an artificial intelligence-powered monitoring platform for pig producers that helps detect early-stage respiratory disease symptoms to limit outbreaks. It built its platform using Amazon Web Services (AWS) in 2014 but wanted to improve security and scalability. Working with AWS Partner Cloudar, the company re-architected the system to follow security best practices and used Amazon ECS, AWS Fargate, and AWS Lambda, to allow the platform to scale according to demand. The transformation resulted in a significant reduction in infrastructure costs and an improvement in performance of more than 1,000 percent.</p>
</div></header></div></div></div></div><div class="wpb_column vc_column_container vc_col-sm-4" ><div id="ut_inner_column_69d42f593bf7b" class="vc_column-inner " ><div class="wpb_wrapper"><div  class="wpb_content_element   clearfix"><style type="text/css">#ut_am_69d42f593c0ef { opacity: 1; }#ut_am_wrap_69d42f593c0f0 .ut-image-gallery-item-caption-title h3 { letter-spacing: -0.01em; }#ut_am_wrap_69d42f593c0f0 .ut-gallery-slider-caption { font-weight: bold; }#ut_am_wrap_69d42f593c0f0 { text-align: left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_am_wrap_69d42f593c0f0 { text-align: left !important; } }@media (max-width: 767px) { #ut_am_wrap_69d42f593c0f0 { text-align: center !important; } }</style><div id="ut_am_wrap_69d42f593c0f0" class="ut-image-gallery-image "><div id="ut_reveal_69d42f593c0f1"  data-appear-top-offset="auto" class="ut-animated-image-item ut-image-gallery-item ut-animation-done "><a class="ut-deactivated-link" href="#"><div class="ut-animated-image-zoom"><img loading="lazy" decoding="async" class="ut-lazy skip-lazy ut-animated-image "  id="ut_am_69d42f593c0ef" src="data:image/svg+xml;charset=utf-8,%3Csvg xmlns%3D'http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg' viewBox%3D'0 0 600 400'%2F%3E" data-src="https://cloudar.be/wp-content/uploads/2024/07/soundtalks.png" width="600" height="400" alt=""/></div></a></div></div></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f593c6b8" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f593c6c4" ><div class="wpb_column vc_column_container vc_col-sm-12" ><div id="ut_inner_column_69d42f593ccd3" class="vc_column-inner " ><div class="wpb_wrapper"><div class="wpb_content_element  vc_custom_1729329959847"><style class="bklyn-inline-styles" type="text/css">#ut_pd_69d42f593cd5a.ut-portfolio-info-details a { color: #666666; }#ut_pd_69d42f593cd5a.ut-portfolio-info-details a:visited { color: #666666; }#ut_pd_69d42f593cd5a.ut-portfolio-info-details a:hover { color: #313131; }#ut_pd_69d42f593cd5a.ut-portfolio-info-details a:focus { color: #313131; }#ut_pd_69d42f593cd5a.ut-portfolio-info-details a:active { color: #313131; }</style><div id="ut_pd_69d42f593cd5a" class="ut-portfolio-info-details ut-portfolio-info-left "><ul class="ut-portfolio-info-details-inline clearfix"><li><h6 class="widget-title">CUSTOMER:</h6><p>SoundTalks</p></li><li><h6 class="widget-title">PROJECT:</h6><p><a title="" href="https://www.soundtalks.com" target="_blank" >https://www.soundtalks.be</a></p></li><li><h6 class="widget-title">FIRST LAUNCH:</h6><p>May, 2024</p></li></ul></div></div><div class="wpb_content_element "><style class="bklyn-inline-styles" type="text/css">#ut_scb_69d42f593cdc5 .ut-share-link { color: #313131; }#ut_scb_69d42f593cdc5 .ut-share-link:visited { color: #313131; }#ut_scb_69d42f593cdc5 .ut-share-link:hover { color: rgba(49,49,49,0.5); }#ut_scb_69d42f593cdc5 .ut-share-link:focus { color: rgba(49,49,49,0.5); }#ut_scb_69d42f593cdc5 .ut-share-link:active { color: rgba(49,49,49,0.5); }</style><ul id="ut_scb_69d42f593cdc5" class="ut-project-sc clearfix  ut-project-sc-left ut-project-sc-tablet-left ut-project-sc-mobile-center"><li><h6 class="widget-title"><span>SHARE:</span></h6></li><li><a class="ut-share-link sc-facebook" data-social="utsharefacebook"><i class="fa fa-facebook"></i></a></li><li><a class="ut-share-link sc-twitter" data-social="utsharetwitter"><i class="fa-brands fa-x-twitter"></i></a></li><li><a class="ut-share-link sc-linkedin" data-social="utsharelinkedin"><i class="fa fa-linkedin"></i></a></li><li><a class="ut-share-link sc-pinterest" data-social="utsharepinterest"><i class="fa fa-pinterest"></i></a></li><li><a class="ut-share-link sc-xing" data-social="utsharexing"><i class="fa fa-xing"></i></a></li></ul></div></div></div></div></div><div class="vc_row-full-width vc_clearfix"></div><div id="ut-row-69d42f593d3a5" class="vc_row wpb_row vc_row-fluid vc_column-gap-0 ut-row-69d42f593d3b1" ><div class="wpb_column vc_column_container vc_col-sm-6 ut-animate-element animated ut-no-animation-tablet ut-no-animation-mobile" data-effect="fadeIn" data-animateonce="yes" data-delay="600" data-animation-duration="1s"><div id="ut_inner_column_69d42f593d93b" class="vc_column-inner " ><div class="wpb_wrapper"><style type="text/css">#ut_custom_heading69d42f593d9db { text-align:left; }@media (min-width: 768px) and (max-width: 1024px) { #ut_custom_heading69d42f593d9db { text-align:left; } }@media (max-width: 767px) { #ut_custom_heading69d42f593d9db { text-align:left; } }</style><h3 id="ut_custom_heading69d42f593d9db" data-responsive-font="h3" class="ut-custom-heading-module  " ><span class="" >Customer Profile</span></h3>
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			<p><a href="https://www.soundtalks.com/" target="_blank" rel="noopener">SoundTalks</a> is a Belgium-based startup that has created a cloud-based product for pig producers that uses sound to detect potential respiratory health diseases. Its product allows pig producers to apply their protocols in an earlier stage of disease outbreak, which results in improved productivity and reduced costs. The company operates in China, Europe, South America, and the US.</p>

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			<p>Founded in 2011, <a href="https://www.soundtalks.com/" target="_blank" rel="noopener">SoundTalks</a> is a Belgium-based technology startup that uses audio-based algorithms powered by an artificial intelligence (AI) layer to operate a monitoring platform in the pig farming industry. The system can listen to the noises made by pigs and recognize the sounds associated with respiratory diseases. Early detection reduces the need to administer antibiotics, helps improve animal welfare, increases productivity, and reduces farmers’ costs. The system is already being used in China, Europe, South America, and the US.</p>
<p>The system uses a specially designed monitor that is installed in a barn to monitor the environment and different sounds made by the pigs. The monitoring device contains several sensors that record audio, temperature, and relative humidity. The data is collected and sent to the ‘SoundTalks Gateway’, which connects to the cloud, where the data points are then processed. When the system detects a potential respiratory disease outbreak—which it can detect up to 5 days before a manual check carried out by a human—it alerts the pig producer so they can treat any affected pigs and prevent an outbreak.</p>
<p>From the start, SoundTalks built its platform using AWS but as its customer base started growing, the company recognized the need to strengthen its platform to handle growth. It was concerned that its platform contained single points of failure, had to be manually scaled up and down, and wasn’t built to follow appropriate security guidelines. SoundTalks enlisted the help of <a href="https://partners.amazonaws.com/partners/001E000000pdUZHIA2/Cloudar" target="_blank" rel="noopener">AWS Partner</a> <a href="https://cloudar.be/" target="_blank" rel="noopener">Cloudar</a> to run an <a href="https://aws.amazon.com/architecture/well-architected/">AWS Well-Architected</a> review in February 2023 to identify issues and help transform its infrastructure to be more secure, flexible, and cost effective.</p>

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<li>As farms tend to be in rural areas with limited broadband connectivity, the monitoring data from the SoundTalks monitor is sometimes uploaded in big chunks. Because the company’s infrastructure only allowed messages to be processed one by one, the system was often overloaded when there were large spikes in traffic. “The sensors continue recording even when the farm isn’t connected, so sometimes we get several weeks, or even many months, of data all at once,” says Johan Haest, development team lead at SoundTalks.The first step was to migrate SoundTalks application containers from using <a href="https://aws.amazon.com/docker/">Docker</a> and <a href="https://aws.amazon.com/elasticbeanstalk/">AWS Elastic Beanstalk</a> to <a href="https://aws.amazon.com/ecs/">Amazon Elastic Container Service</a> (Amazon ECS), which lets you run highly secure, reliable, and scalable containers, and <a href="https://aws.amazon.com/fargate/">AWS Fargate</a>, a serverless, pay-as-you-go compute engine that lets you focus on building applications without managing servers.Amazon ECS provides granular control over containers, which allows Cloudar to specify the size and number of clusters it requires and to enable auto-scaling. Meanwhile, AWS Fargate delivers the serverless processing power. Haest says the move to a scalable and serverless environment has transformed the platform and reduced workload for staff. “The platform now scales up and down according to load,” says Haest. “Previously we had to try and predict traffic spikes and scale manually. Now it’s so much easier because many of those manual tasks no longer exist.”</li>
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			<h3 id="_Handling_10.2C000_Messages_a_Second_Using_Amazon_SQS_and_AWS_Lambda" class="lb-txt-none lb-mid-v-margin lb-h3 lb-title">Handling 10,000 Messages a Second Using Amazon SQS and AWS Lambda</h3>
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<p>To deal with unusually large batches of incoming data, SoundTalks used <a href="https://aws.amazon.com/sqs/">Amazon Simple Queue Service</a> (Amazon SQS), which lets you send, store, and receive messages between software components at any volume, without losing messages or requiring other services to be available.</p>
<p>Amazon SQS feeds into <a href="https://aws.amazon.com/lambda/">AWS Lambda</a>, a serverless, event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers. “Instead of processing one value at a time, we can send a batch to SQS, which triggers Lambda functions,” says Haest. “Using AWS Lambda we can batch in parallel and scale almost indefinitely—this combination enables us to process lots of messages almost immediately.”</p>
<p>Moving to a serverless environment also helped optimize spending, reducing infrastructure costs by about 25 percent. The company made additional savings by using <a href="https://aws.amazon.com/ec2/graviton/">AWS Graviton</a> processors. “The costs now scale according to the load, and when there is no load we don’t pay anything,” says Haest. “We are using AWS Graviton processors wherever possible—they are more cost effective.”</p>
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<h3 id="_Improving_Security_and_Preparing_for_Global_Growth_" class="lb-txt-none lb-mid-v-margin lb-h3 lb-title">Improving Security and Preparing for Global Growth</h3>
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<p>Cloudar’s technical expertise was especially useful when it came to improving the security of SoundTalks’ platform. It introduced numerous security improvements, which included using <a href="https://aws.amazon.com/secrets-manager/">AWS Secrets Manager</a>, which helps manage, retrieve, and rotate database credentials, API keys, and other secrets throughout their lifecycles. “We didn’t have a layered network design, there wasn’t enough encryption, we were only using one AWS account, and too many people had admin access to the platform,” says Haest. “Cloudar helped us follow security best practices and that has been one of the most important benefits from this project.”</p>
<p>Haest says the SoundTalks infrastructure and platform are finally in harmony and can now evolve together. “Previously, our platform was designed to scale but the infrastructure couldn’t keep up,” says Haest. “Thanks to Cloudar and AWS, we are now ready for global expansion.”</p>
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			<p style="text-align: right;"><a href="https://cloudar.be/wp-content/uploads/2024/07/SoundTalks-Partner-case-study.pdf" target="_blank" rel="noopener noreferrer">Download the case study here </a><a href="https://cloudar.be/wp-content/uploads/2024/07/SoundTalks-Partner-case-study.pdf"> <img loading="lazy" decoding="async" class="alignnone wp-image-5815" src="https://cloudar.be/wp-content/uploads/2016/10/13534493561426065224Adobe-Icon.svg.med_.png" alt="" width="21" height="23" /></a></p>

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</div><p>The post <a href="https://cloudar.be/case-studies/soundtalks-ai-based-pig-respiratory-health-monitoring-focussed-on-digital-sovereignty/">SoundTalks &#8211; AI-Based Pig Respiratory Health Monitoring</a> appeared first on <a href="https://cloudar.be">Cloudar</a>.</p>
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