{"id":1899,"date":"2024-05-21T12:49:14","date_gmt":"2024-05-21T12:49:14","guid":{"rendered":"https:\/\/www.softlabsgroup.com\/ai-solutions\/?p=1899"},"modified":"2025-01-21T05:51:21","modified_gmt":"2025-01-21T05:51:21","slug":"ai-drone-storage-monitoring","status":"publish","type":"post","link":"https:\/\/www.softlabsgroup.com\/ai-solutions\/ai-drone-storage-monitoring\/","title":{"rendered":"AI Drones for Autonomous Storage Monitoring"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1899\" class=\"elementor elementor-1899\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5759b3cb e-flex e-con-boxed e-con e-parent\" data-id=\"5759b3cb\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-949b24b elementor-widget elementor-widget-text-editor\" data-id=\"949b24b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 13-03-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><!-- wp:heading {\"style\":{\"color\":{\"text\":\"#0a2261\"},\"elements\":{\"link\":{\"color\":{\"text\":\"#0a2261\"}}}},\"fontSize\":\"large\"} --><\/p>\n<h2 class=\"wp-block-heading has-text-color has-link-color has-large-font-size\" style=\"color: #0a2261;\"><strong>Objective<\/strong>&nbsp;<\/h2>\n<p><!-- \/wp:heading --><!-- wp:spacer {\"height\":\"33px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 33px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:paragraph --><\/p>\n<p>Develop an intelligent drone system capable of autonomously monitoring outdoor storage sites using GPS and navigation points. The system integrates a camera for image capture, and object detection software for product recognition (e.g., concrete pipes), and utilizes grid-based pathfinding algorithms for efficient coverage. The primary goals are to recognize stored products, determine their dimensions, and maintain an accurate count. The collected data is updated in real time to create a grid space representation of the storage site.&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:image {\"id\":1900,\"width\":\"671px\",\"height\":\"auto\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} --><\/p>\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"612\" height=\"148\" class=\"wp-image-1900\" style=\"width: 100%; height: auto;\" src=\"https:\/\/www.softlabsgroup.com\/ai-solutions\/wp-content\/uploads\/2024\/05\/ai-drones-storage-monitoring-process.png\" alt=\"ai drones storage monitoring\"><\/figure>\n<p><!-- \/wp:image --><!-- wp:spacer {\"height\":\"25px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:heading {\"style\":{\"color\":{\"text\":\"#0a2261\"},\"elements\":{\"link\":{\"color\":{\"text\":\"#0a2261\"}}}},\"fontSize\":\"large\"} --><\/p>\n<h2 class=\"wp-block-heading has-text-color has-link-color has-large-font-size\" style=\"color: #0a2261;\"><strong>Key Components<\/strong>&nbsp;<\/h2>\n<p><!-- \/wp:heading --><!-- wp:spacer {\"height\":\"33px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 33px;\" aria-hidden=\"true\">\n<\/div>\n<p><!-- \/wp:spacer --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>AI-Controlled Drone:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Autonomously navigates outdoor storage sites.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Utilizes GPS and navigation points for precise location tracking.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Equipped with a high-resolution camera for image capture.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Object Detection Software:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Processes captured images to identify and recognize stored products.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Focuses on object recognition, particularly concrete pipes.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Extracts dimensions and counts the number of items in each image.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:image {\"id\":1901,\"width\":\"600px\",\"height\":\"auto\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} --><\/p>\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"555\" height=\"230\" class=\"wp-image-1901\" style=\"width: 100%; height: auto;\" src=\"https:\/\/www.softlabsgroup.com\/ai-solutions\/wp-content\/uploads\/2024\/05\/object-detection-process-in-monitoring.png\" alt=\"object detection in storage monitoring\"><\/figure>\n<p><!-- \/wp:image --><!-- wp:spacer {\"height\":\"25px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Grid-Based Storage Site Representation:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Creates a virtual grid space representing the storage site.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Updates in real-time with information on product type, count, and dimensions.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Provides a comprehensive overview of the storage status.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Pathfinding Algorithms:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Utilizes grid-based pathfinding algorithms to determine the most efficient flight path.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Ensures the drone covers the entire storage site with minimal redundancy.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Survey Routine:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Conducts surveys twice daily for comprehensive and up-to-date monitoring.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Systematically covers the entire storage area during each survey.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:image {\"id\":1902,\"width\":\"100%\",\"height\":\"auto\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} --><\/p>\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"489\" height=\"273\" class=\"wp-image-1902\" style=\"width: 609px; height: auto;\" src=\"https:\/\/www.softlabsgroup.com\/ai-solutions\/wp-content\/uploads\/2024\/05\/detection-of-environment-objects.png\" alt=\"detection of environment objects\"><\/figure>\n<p><!-- \/wp:image --><!-- wp:spacer {\"height\":\"25px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Wireless Charging Station:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Features an automated wireless charging station.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>The drone returns to the station after each flight for recharging.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Ensures consistent and continuous monitoring without human intervention.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Benefits:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Improved efficiency in monitoring outdoor storage sites.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Real-time data updates for better decision-making.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Automated surveys reduce the need for manual inspections.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Accurate product recognition and counting.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Wireless charging station enhances the system&#8217;s autonomy.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:spacer {\"height\":\"25px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:heading {\"style\":{\"color\":{\"text\":\"#0a2261\"},\"elements\":{\"link\":{\"color\":{\"text\":\"#0a2261\"}}}},\"fontSize\":\"large\"} --><\/p>\n<h2 class=\"wp-block-heading has-text-color has-link-color has-large-font-size\" style=\"color: #0a2261;\"><strong>Hardware Components<\/strong>&nbsp;<\/h2>\n<p><\/p>\n<p><!-- \/wp:heading --><!-- wp:columns --><\/p>\n<div class=\"wp-block-columns\"><p><!-- wp:column --><\/p>\n<div class=\"wp-block-column\"><p><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>&nbsp; &nbsp; &nbsp;Drone:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Equipped with GPS module for precise navigation.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Integrated camera for image capture.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Wireless communication module for data transfer.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Collision detection sensors for safe navigation.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><\/p><\/div>\n<p><!-- \/wp:column --><!-- wp:column --><\/p>\n<div class=\"wp-block-column\"><p><!-- wp:paragraph --><\/p>\n<p><strong>&nbsp; &nbsp; &nbsp; &nbsp;Charging Station:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Equipped with wireless charging technology.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Communication module for status updates.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><\/p><\/div>\n<p><!-- \/wp:column --><\/p><\/div>\n<p><!-- \/wp:columns --><!-- wp:spacer {\"height\":\"25px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:heading {\"style\":{\"color\":{\"text\":\"#0a2261\"},\"elements\":{\"link\":{\"color\":{\"text\":\"#0a2261\"}}}},\"fontSize\":\"large\"} --><\/p>\n<h2 class=\"wp-block-heading has-text-color has-link-color has-large-font-size\" style=\"color: #0a2261;\"><strong>Software Components<\/strong>&nbsp;<\/h2>\n<p><!-- \/wp:heading --><!-- wp:spacer {\"height\":\"33px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 33px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Autonomous Flight Control:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>GPS Navigation System: Manages drone movement based on GPS coordinates.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Pathfinding Algorithms: Determines the most efficient flight path using grid-based algorithms.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Flight Controller Software: Controls the drone&#8217;s movement and altitude during the survey.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Image Capture and Processing:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Camera Software: Controls the drone&#8217;s camera for image capture.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Image Processing Software: Analyses captured images for further processing.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Object Recognition and Data Processing:&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Object Detection Software: Identifies and recognizes products within images.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Data Processing Module: Extracts dimensions and quantity information from recognized objects.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Data Storage and Grid Mapping:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Memory Management System: Stores and manages the collected data.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Grid Mapping Algorithm: Creates a representation of the storage site with product information.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Survey Frequency:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Scheduler: Manages the timing and frequency of drone surveys.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Pathfinding Algorithms:&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Pathfinding Module: Implements algorithms to find the shortest and most efficient flight path within the grid.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>Wireless Charging Station:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Communication Software: Facilitates communication between the drone and the charging station.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>Charging Control System: Manages the wireless charging process.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:paragraph {\"fontSize\":\"medium\"} --><\/p>\n<p class=\"has-medium-font-size\"><strong>System Integration:<\/strong>&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li>Main Control Software: Orchestrates the collaboration between different components.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><!-- wp:list-item --><\/p>\n<li>User Interface (optional): Provides a user-friendly interface for monitoring and control.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:image {\"id\":1903,\"width\":\"667px\",\"height\":\"auto\",\"sizeSlug\":\"full\",\"linkDestination\":\"none\"} --><\/p>\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"574\" height=\"315\" class=\"wp-image-1903\" style=\"width: 100%; height: auto;\" src=\"https:\/\/www.softlabsgroup.com\/ai-solutions\/wp-content\/uploads\/2024\/05\/full-ai-drone-for-monitoring-process.png\" alt=\"full ai drone for monitoring process\"><\/figure>\n<p><!-- \/wp:image --><!-- wp:paragraph --><\/p>\n<p>This AI-controlled drone system provides a cost-effective and efficient solution for monitoring outdoor storage sites, offering accurate data on product status while minimizing human intervention and maximizing overall operational efficiency.&nbsp;<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:spacer {\"height\":\"25px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 25px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:heading {\"style\":{\"elements\":{\"link\":{\"color\":{\"text\":\"#0a2261\"}}},\"color\":{\"text\":\"#0a2261\"}},\"fontSize\":\"large\"} --><\/p>\n<h2 class=\"wp-block-heading has-text-color has-link-color has-large-font-size\" style=\"color: #0a2261;\"><strong>Reference Links:<\/strong>&nbsp;<\/h2>\n<p><!-- \/wp:heading --><!-- wp:spacer {\"height\":\"33px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 33px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:list --><\/p>\n<ul class=\"wp-block-list\"><!-- wp:list-item --><p><\/p>\n<li><strong><a href=\"https:\/\/www.ijtsrd.com\/other-scientific-research-area\/other\/49724\/object-detection-in-uavs\/shweta-kumar\">Object Detection in UAVs<\/a><\/strong> is an depth Research paper that theorizes implantation for the theorized system.&nbsp;<\/li>\n<p><!-- \/wp:list-item --><\/p><\/ul>\n<p><!-- \/wp:list --><!-- wp:spacer {\"height\":\"20px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:paragraph --><\/p>\n<p>Since you&#8217;ve made it this far, we feel this might interest you!<\/p>\n<p><!-- \/wp:paragraph --><!-- wp:spacer {\"height\":\"20px\"} --><\/p>\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">&nbsp;<\/div>\n<p><!-- \/wp:spacer --><!-- wp:columns --><\/p>\n<div class=\"wp-block-columns\"><p><!-- wp:column --><\/p>\n<div class=\"wp-block-column\"><p><!-- wp:embed {\"url\":\"https:\/\/www.softlabsgroup.com\/ai-solutions\/unutilized-inventory-tracking-system\/\",\"type\":\"wp-embed\",\"providerNameSlug\":\"our-innovative-ai-solutions\"} --><\/p>\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-our-innovative-ai-solutions wp-block-embed-our-innovative-ai-solutions\">\n<div class=\"wp-block-embed__wrapper\">https:\/\/www.softlabsgroup.com\/ai-solutions\/unutilized-inventory-tracking-system\/<\/div>\n<\/figure>\n<p><!-- \/wp:embed --><\/p><\/div>\n<p><!-- \/wp:column --><!-- wp:column --><\/p>\n<div class=\"wp-block-column\"><p><!-- wp:embed {\"url\":\"https:\/\/www.softlabsgroup.com\/ai-solutions\/automated-line-production-tracking-system\/\",\"type\":\"wp-embed\",\"providerNameSlug\":\"our-innovative-ai-solutions\"} --><\/p>\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-our-innovative-ai-solutions wp-block-embed-our-innovative-ai-solutions\">\n<div class=\"wp-block-embed__wrapper\">https:\/\/www.softlabsgroup.com\/ai-solutions\/automated-line-production-tracking-system\/<\/div>\n<\/figure>\n<p><!-- \/wp:embed --><\/p><\/div>\n<p><!-- \/wp:column --><\/p><\/div>\n<p><!-- \/wp:columns --><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0947c6a e-grid e-con-boxed e-con e-parent\" data-id=\"0947c6a\" data-element_type=\"container\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d98a8c5 e-grid e-con-boxed e-con e-child\" data-id=\"d98a8c5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e642998 elementor-widget elementor-widget-contentviews_widget_grid1\" data-id=\"e642998\" data-element_type=\"widget\" data-widget_type=\"contentviews_widget_grid1.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class='pt-cv-wrapper'> <div class=\"pt-cv-view pt-cv-blockgrid iscvblock iscvelementor grid1 layout2 pt-cv-left\" id=\"pt-cv-view-e642998\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"2\"><div class=\" pt-cv-content-item pt-cv-1-col\"  data-pid=\"3556\"><div class=\"pt-cv-thumb-wrapper  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