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	<title>Intelligent Connected Products &#8211; CREATIVE</title>
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		<title>AWS-Based IoT Solution For Material Handling</title>
		<link>https://www.global-csg.com/case-studies/aws-based-iot-solution-for-material-handling/</link>
		
		<dc:creator><![CDATA[creative]]></dc:creator>
		<pubDate>Tue, 03 Feb 2026 07:02:06 +0000</pubDate>
				<guid isPermaLink="false">https://www.global-csg.com/?post_type=case_studies&#038;p=27931</guid>

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										<content:encoded><![CDATA[<div class="vc_row wpb_row vc_row-fluid"><div class="wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner "><div class="wpb_wrapper"><h2 style="text-align: left" class="vc_custom_heading" >Learn How We Developed AWS-Based IoT Solution For Material Handling With Predictive Maintenance</h2><div class="vc_empty_space"   style="height: 20px"><span class="vc_empty_space_inner"></span></div><div class="vc_separator wpb_content_element vc_separator_align_center vc_sep_width_20 vc_sep_border_width_3 vc_sep_pos_align_left vc_separator_no_text" ><span class="vc_sep_holder vc_sep_holder_l"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span><span class="vc_sep_holder vc_sep_holder_r"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span>
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			<div style="font-size: 17px;"><h6 style="margin:6px 0;display:inline-block;">Client:</h6> Global Material Handling Leader<br>

<h6 style="margin:6px 0;display:inline-block;">Industry:</h6> Logistics<br>

<h6 style="margin:6px 0;display:inline-block;">Services:</h6> Systems Engineering, Design And Development Of Data Acquisition Hardware And Gateway, Integration With AWS-Based IoT Solution</div>
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</div></div></div><div class="wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner "><div class="wpb_wrapper"><h5 style="text-align: left" class="vc_custom_heading vc_custom_1623068331004" >Project Background</h5><p style="font-size: 16px;line-height: 29px;text-align: left" class="vc_custom_heading font-weight-500" >The client mandated CREATIVE to develop an IoT solution for material handling systems. The solution was required to feature data acquisition IoT nodes, a gateway system connecting the AWS-based IoT platform and be EMI / EMC and ROHS Compliant</p><div class="vc_empty_space"   style="height: 30px"><span class="vc_empty_space_inner"></span></div><h5 style="text-align: left" class="vc_custom_heading vc_custom_1623068337237" >Our Scope</h5>
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<li>Complete design of battery operated IoT node communicating with the gateway</li>
<li>Complete design of gateway with GSM/GPRS backhaul</li>
<li>Software for collection of metrics at nodes and integration of data on the gateway</li>
<li>Gateway integration with AWS-based IoT platform which was scalable</li>
<li>Nodes were made waterproof, EMI / EMC, ROHS compliant</li>
</ul>

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</div></div></div></div><div class="vc_row wpb_row vc_row-fluid"><div class="wpb_column vc_column_container vc_col-sm-12"><div class="vc_column-inner "><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1556011661690" >What we did</h6><h3 style="line-height: 43px;text-align: left" class="vc_custom_heading" >IoT nodes acquired multi-sensor data and converted them to useful domain-dependent metrics. The time series data from various nodes was concentrated at the gateway and was backhauled by GSM / GPRS to the cloud through IOT protocol. The streaming data was handled in the cloud and analyzed online. Data could also be visualized and analyzed on mobile devices through API interfaces on the cloud. A predictor system forecasted the functional degradation of the material handling system and communicated the alerts to the operator. An innovative system design for the communication protocols considering the necessary throughput was conceived. Our team leveraged their rich experience in system design, distributed IoT infrastructure on AWS, effective handling of real / near real-time data, upstream compatibility and storage, streaming requirements of real-time data on AWS IoT infrastructure, AI/ML algorithms for time series data to deliver a deployable solution.</h3><div class="vc_empty_space"   style="height: 20px"><span class="vc_empty_space_inner"></span></div><div class="vc_separator wpb_content_element vc_separator_align_center vc_sep_width_10 vc_sep_border_width_3 vc_sep_pos_align_left vc_separator_no_text" ><span class="vc_sep_holder vc_sep_holder_l"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span><span class="vc_sep_holder vc_sep_holder_r"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span>
</div><div class="vc_empty_space"   style="height: 40px"><span class="vc_empty_space_inner"></span></div><div class="vc_row wpb_row vc_inner vc_row-fluid grade"><div class="case-study-col wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner"><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1623068410461" >Cost savings</h6><h1 style="text-align: left" class="vc_custom_heading" >40%</h1></div></div></div><div class="case-study-col wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner"><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1623068432514" >Calendar time savings</h6><h1 style="text-align: left" class="vc_custom_heading" >60%</h1></div></div></div></div></div></div></div></div><div class="vc_row wpb_row vc_row-fluid vc_custom_1688640196570 vc_row-has-fill"><div class="wpb_column vc_column_container vc_col-sm-12 vc_col-has-fill"><div class="vc_column-inner vc_custom_1622701230692"><div class="wpb_wrapper"><div class="vc_empty_space"   style="height: 400px"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div data-vc-full-width="true" data-vc-full-width-init="false" class="vc_row wpb_row vc_row-fluid vc_custom_1628749023792 vc_row-has-fill"><div class="wpb_column vc_column_container vc_col-sm-12"><div class="vc_column-inner vc_custom_1556018395146"><div class="wpb_wrapper"><h1 style="color: #ffffff;text-align: center" class="vc_custom_heading vc_custom_1617088886709" >Let us Partner Together</h1><p style="font-size: 17px;color: #ffffff;line-height: 28px;text-align: center" class="vc_custom_heading" >Harness our deep domain expertise with NextGen technologies<br />
to lead in Digital Innovation</p>
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		<title>Autonomous Guided Mobile Robotic System Platform</title>
		<link>https://www.global-csg.com/case-studies/autonomous-guided-mobile-robotic-system-platform/</link>
		
		<dc:creator><![CDATA[creative]]></dc:creator>
		<pubDate>Wed, 05 Jul 2023 11:15:39 +0000</pubDate>
				<guid isPermaLink="false">https://www.global-csg.com/?post_type=case_studies&#038;p=10682</guid>

					<description><![CDATA[]]></description>
										<content:encoded><![CDATA[<div class="vc_row wpb_row vc_row-fluid"><div class="wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner "><div class="wpb_wrapper"><h2 style="text-align: left" class="vc_custom_heading" >Learn How CREATIVE Developed Autonomous Guided Mobile Robotic System Platform</h2><div class="vc_empty_space"   style="height: 20px"><span class="vc_empty_space_inner"></span></div><div class="vc_separator wpb_content_element vc_separator_align_center vc_sep_width_20 vc_sep_border_width_3 vc_sep_pos_align_left vc_separator_no_text" ><span class="vc_sep_holder vc_sep_holder_l"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span><span class="vc_sep_holder vc_sep_holder_r"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span>
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			<div style="font-size: 17px;"><h6 style="margin:6px 0;display:inline-block;">Client:</h6> Global Robotics OEM<br>

<h6 style="margin:6px 0;display:inline-block;">Industry:</h6> Autonomous Robotics<br>

<h6 style="margin:6px 0;display:inline-block;">Services:</h6> End To End Product Design, Hardware, Embedded Software, Mechanical, Robotics, Autonomous Navigation, Machine Vision And Data Analytics</div>
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	</div>
</div></div></div><div class="wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner "><div class="wpb_wrapper"><h5 style="text-align: left" class="vc_custom_heading vc_custom_1623068331004" >Project Background</h5><p style="font-size: 16px;line-height: 29px;text-align: left" class="vc_custom_heading font-weight-500" >The customer’s innovation team asked CREATIVE to develop an autonomous guided mobile robotic system platform that could serve as the foundation for various derivative robotic products for commercial and consumer markets. The robotic system was mandated to be cost-effective, feature-rich and successfully validated for lawn mowing applications.</p><div class="vc_empty_space"   style="height: 30px"><span class="vc_empty_space_inner"></span></div><h5 style="text-align: left" class="vc_custom_heading vc_custom_1623068337237" >Our Scope</h5>
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			<ul>
<li>Market survey, feature and architecture design, end to end product design</li>
<li>Battery-powered prototype unit build</li>
<li>Wireless remote control for navigating lawn mower movements</li>
<li>Ability to download pre-defined navigation area using GPS coordinates</li>
<li>Autonomous navigation of robot in AUTO mode</li>
<li>ROS based grounds up development of embedded software</li>
<li>Lidar, US, temp, IR, accelerometer, gyro, and magneto integration with ROS</li>
<li>Steering and speed controls for autonomous operation compliance</li>
<li>Data connectivity on wi-fi for cloud connectivity</li>
<li>Sensor fusion for DIN EN 50636-2-107 compliance</li>
<li>Sensor fusion for gps-denied autonomous operation</li>
<li>120 minutes of field operation time with all features powered</li>
</ul>

		</div>
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</div></div></div></div><div class="vc_row wpb_row vc_row-fluid"><div class="wpb_column vc_column_container vc_col-sm-12"><div class="vc_column-inner "><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1556011661690" >What we did</h6><h3 style="line-height: 43px;text-align: left" class="vc_custom_heading" >Feature and functionality were analyzed and finalized in consultation with the customer from BOM price, market competition, and serviceability points of view. Multiple top competitors were considered for this analysis. The system engineering work was done in collaboration with the customer, considering a long-term product strategy in mind. We designed the hardware for the robot's controller and its charging mechanism and developed the controller software based on ROS. We developed various navigation modes for the robot with the help of the sensor units. Many ROS modules such as navigation stack, hector SLAM, and geometry MSG were used. The mechanical components were 3D printed for the prototype. Our engineers completed lab and field testing of the prototype at our innovation center in India. We are currently working on cloud-based fleet management, routing, collision avoidance and dynamic path planning applications.</h3><div class="vc_empty_space"   style="height: 20px"><span class="vc_empty_space_inner"></span></div><div class="vc_separator wpb_content_element vc_separator_align_center vc_sep_width_10 vc_sep_border_width_3 vc_sep_pos_align_left vc_separator_no_text" ><span class="vc_sep_holder vc_sep_holder_l"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span><span class="vc_sep_holder vc_sep_holder_r"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span>
</div><div class="vc_empty_space"   style="height: 40px"><span class="vc_empty_space_inner"></span></div><div class="vc_row wpb_row vc_inner vc_row-fluid grade"><div class="case-study-col wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner"><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1623068410461" >Cost savings</h6><h1 style="text-align: left" class="vc_custom_heading" >55%</h1></div></div></div><div class="case-study-col wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner"><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1623068432514" >Calendar time savings</h6><h1 style="text-align: left" class="vc_custom_heading" >35%</h1></div></div></div></div></div></div></div></div><div class="vc_row wpb_row vc_row-fluid vc_custom_1688639094488 vc_row-has-fill"><div class="wpb_column vc_column_container vc_col-sm-12 vc_col-has-fill"><div class="vc_column-inner vc_custom_1622701230692"><div class="wpb_wrapper"><div class="vc_empty_space"   style="height: 400px"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div data-vc-full-width="true" data-vc-full-width-init="false" class="vc_row wpb_row vc_row-fluid vc_custom_1628749023792 vc_row-has-fill"><div class="wpb_column vc_column_container vc_col-sm-12"><div class="vc_column-inner vc_custom_1556018395146"><div class="wpb_wrapper"><h1 style="color: #ffffff;text-align: center" class="vc_custom_heading vc_custom_1617088886709" >Let us Partner Together</h1><p style="font-size: 17px;color: #ffffff;line-height: 28px;text-align: center" class="vc_custom_heading" >Harness our deep domain expertise with NextGen technologies<br />
to lead in Digital Innovation</p>
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		<title>Dedicated Automotive Center For Embedded Software</title>
		<link>https://www.global-csg.com/case-studies/dedicated-automotive-center-for-embedded-software/</link>
		
		<dc:creator><![CDATA[creative]]></dc:creator>
		<pubDate>Wed, 05 Jul 2023 11:14:51 +0000</pubDate>
				<guid isPermaLink="false">https://www.global-csg.com/?post_type=case_studies&#038;p=10684</guid>

					<description><![CDATA[]]></description>
										<content:encoded><![CDATA[<div class="vc_row wpb_row vc_row-fluid"><div class="wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner "><div class="wpb_wrapper"><h2 style="text-align: left" class="vc_custom_heading" >Learn How We Established A Dedicated Offshore Embedded Software Center For A Global Automotive OEM</h2><div class="vc_empty_space"   style="height: 20px"><span class="vc_empty_space_inner"></span></div><div class="vc_separator wpb_content_element vc_separator_align_center vc_sep_width_20 vc_sep_border_width_3 vc_sep_pos_align_left vc_separator_no_text" ><span class="vc_sep_holder vc_sep_holder_l"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span><span class="vc_sep_holder vc_sep_holder_r"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span>
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			<div style="font-size: 17px;"><h6 style="margin:6px 0;display:inline-block;">Client:</h6> Global Automotive OEM<br>

<h6 style="margin:6px 0;display:inline-block;">Industry:</h6> Automotive<br>

<h6 style="margin:6px 0;display:inline-block;">Services:</h6> Development And Testing Of Various Automotive Software</div>
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</div></div></div><div class="wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner "><div class="wpb_wrapper"><h5 style="text-align: left" class="vc_custom_heading vc_custom_1623068331004" >Project Background</h5><p style="font-size: 16px;line-height: 29px;text-align: left" class="vc_custom_heading font-weight-500" >The objective of our long-term partnership was to provide innovative product support services to our customer so that they could focus exclusively on their core OEM business. In addition to this objective, our customer was very focused on improving performance using state-of-the-art technologies, achieving significant cost savings and substantially compressed timelines for the deliverables. The key requirement was for a sizeable automotive team that had knowledge of various Tier One solutions used by our customer. The team was required to help them conceive requirements, develop software and perform verification for a broad variety of their products including body electronics and networking solutions.</p><div class="vc_empty_space"   style="height: 30px"><span class="vc_empty_space_inner"></span></div><h5 style="text-align: left" class="vc_custom_heading vc_custom_1623068337237" >Our Scope</h5>
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			<ul>
<li>Integration of gateway control unit and migration of legacy software to new gateway architecture</li>
<li>Library block development for various subcomponents</li>
<li>AUTOSAR configuration and integration</li>
<li>Functional safety compliant to ISO 26262 implementation</li>
<li>MIL and SIL unit testing using ROBOT and static code analysis</li>
<li>Test case generation and automation</li>
<li>Control of various automotive subsystems</li>
<li>Instrument cluster integration</li>
</ul>

		</div>
	</div>
</div></div></div></div><div class="vc_row wpb_row vc_row-fluid"><div class="wpb_column vc_column_container vc_col-sm-12"><div class="vc_column-inner "><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1556011661690" >What we did</h6><h3 style="line-height: 43px;text-align: left" class="vc_custom_heading" >We formed a highly experienced team with expertise in Automotive Tier One solutions. Beyond experienced developers, testers and requirement engineers in the automotive domain, we also brought in our technical leadership experienced in powertrain, body electronics in gas and EV to design the appropriate process suitable for ASPICE. We used a very effective governance model that ensured regulation compliant development practices and various tools and technologies to meet the performance and quality goals of the customer. We ensured a smooth and no-hassle dual shore delivery model that ensured both ease of right shoring and the quality of the end products.</h3><div class="vc_empty_space"   style="height: 20px"><span class="vc_empty_space_inner"></span></div><div class="vc_separator wpb_content_element vc_separator_align_center vc_sep_width_10 vc_sep_border_width_3 vc_sep_pos_align_left vc_separator_no_text" ><span class="vc_sep_holder vc_sep_holder_l"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span><span class="vc_sep_holder vc_sep_holder_r"><span  style="border-color:#36ab9c;" class="vc_sep_line"></span></span>
</div><div class="vc_empty_space"   style="height: 40px"><span class="vc_empty_space_inner"></span></div><div class="vc_row wpb_row vc_inner vc_row-fluid grade"><div class="case-study-col wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner"><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1623068410461" >Cost savings</h6><h1 style="text-align: left" class="vc_custom_heading" >40%</h1></div></div></div><div class="case-study-col wpb_column vc_column_container vc_col-sm-6"><div class="vc_column-inner"><div class="wpb_wrapper"><h6 style="color: #747e80;text-align: left" class="vc_custom_heading letter-spacing-2 text-uppercase vc_custom_1623068432514" >Calendar time savings</h6><h1 style="text-align: left" class="vc_custom_heading" >50%</h1></div></div></div></div></div></div></div></div><div class="vc_row wpb_row vc_row-fluid vc_custom_1773727711911 vc_row-has-fill"><div class="wpb_column vc_column_container vc_col-sm-12 vc_col-has-fill"><div class="vc_column-inner vc_custom_1622701230692"><div class="wpb_wrapper"><div class="vc_empty_space"   style="height: 400px"><span class="vc_empty_space_inner"></span></div></div></div></div></div><div data-vc-full-width="true" data-vc-full-width-init="false" class="vc_row wpb_row vc_row-fluid vc_custom_1628749023792 vc_row-has-fill"><div class="wpb_column vc_column_container vc_col-sm-12"><div class="vc_column-inner vc_custom_1556018395146"><div class="wpb_wrapper"><h1 style="color: #ffffff;text-align: center" class="vc_custom_heading vc_custom_1617088886709" >Let us Partner Together</h1><p style="font-size: 17px;color: #ffffff;line-height: 28px;text-align: center" class="vc_custom_heading" >Harness our deep domain expertise with NextGen technologies<br />
to lead in Digital Innovation</p>
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