{"id":170904,"date":"2024-11-19T05:24:30","date_gmt":"2024-11-19T05:24:30","guid":{"rendered":"https:\/\/www.igtsolutions.com\/?page_id=170904"},"modified":"2024-11-19T09:50:11","modified_gmt":"2024-11-19T09:50:11","slug":"ai-powered-aircraft-turnaround-how-solving-a-real-world-airline-challenge-helped-us-soar-high-in-ai-hackathon-2024","status":"publish","type":"page","link":"https:\/\/www.igtsolutions.com\/thought-leadership\/case-studies\/ai-powered-aircraft-turnaround-how-solving-a-real-world-airline-challenge-helped-us-soar-high-in-ai-hackathon-2024\/","title":{"rendered":"AI-Powered Aircraft Turnaround: How Solving a Real-World Airline Challenge Helped Us Soar High in AI Hackathon 2024"},"content":{"rendered":"<div id=\"cs-content\" class=\"cs-content\"><div class=\"x-section e170904-e1 m3nvc-0 m3nvc-1 m3nvc-2 m3nvc-3\"><div class=\"x-bg\" aria-hidden=\"true\"><div class=\"x-bg-layer-lower-image\"><\/div><div class=\"x-bg-layer-upper-color\"><\/div><\/div><div class=\"x-row x-container max width e170904-e2 m3nvc-b m3nvc-c m3nvc-e m3nvc-f\"><div class=\"x-row-inner\"><div class=\"x-col e170904-e3 m3nvc-n m3nvc-o m3nvc-p m3nvc-q m3nvc-r\"><a class=\"x-anchor x-anchor-button e170904-e4 m3nvc-u m3nvc-a x-effect-exit\" tabindex=\"0\" href=\"#\" data-x-effect=\"{&quot;scroll&quot;:true,&quot;offsetTop&quot;:&quot;10%&quot;,&quot;offsetBottom&quot;:&quot;10%&quot;,&quot;behaviorScroll&quot;:&quot;fire-once&quot;}\"><div class=\"x-anchor-content\"><div class=\"x-anchor-text\"><span class=\"x-anchor-text-primary\">CASE STUDIES<\/span><\/div><\/div><\/a><div class=\"x-text x-text-headline e170904-e5 m3nvc-v m3nvc-w m3nvc-x m3nvc-a x-effect-exit\" data-x-effect=\"{&quot;scroll&quot;:true,&quot;offsetTop&quot;:&quot;10%&quot;,&quot;offsetBottom&quot;:&quot;10%&quot;,&quot;behaviorScroll&quot;:&quot;fire-once&quot;}\"><div class=\"x-text-content\"><div class=\"x-text-content-text\">\n<h1 class=\"x-text-content-text-primary\">AI-Powered Aircraft Turnaround: How Solving a Real-World Airline Challenge Helped Us Soar High in AI Hackathon 2024<\/h1><\/div><\/div><\/div><div class=\"x-text x-content e170904-e6 m3nvc-12 m3nvc-13 m3nvc-14 m3nvc-a x-effect-exit\" data-x-effect=\"{&quot;scroll&quot;:true,&quot;offsetTop&quot;:&quot;10%&quot;,&quot;offsetBottom&quot;:&quot;10%&quot;,&quot;behaviorScroll&quot;:&quot;fire-once&quot;}\">India\u2019s largest and most successful airline is at the forefront of technological advancements in the aviation industry through its digital innovation hub. The AI Hackathon is an initiative to offer a dynamic platform for developers, data scientists, and AI specialists to explore cutting-edge AI and cloud technologies. In this year's event, the participants showcased their creativity and technical skills, supported by workshops, expert guidance, and networking opportunities with the tech community. Success was determined based on innovation, technical execution, and real-world business impact, providing a stage for emerging tech talent to shine.<\/div><\/div><\/div><\/div><\/div><div class=\"x-section e170904-e7 m3nvc-0 m3nvc-1 m3nvc-4 m3nvc-5\"><div class=\"x-row x-container max width e170904-e8 m3nvc-b m3nvc-c m3nvc-e m3nvc-g\"><div class=\"x-row-inner\"><div class=\"x-col e170904-e9 m3nvc-n m3nvc-p m3nvc-q m3nvc-r m3nvc-s\"><div class=\"x-text x-text-headline e170904-e10 m3nvc-w m3nvc-x m3nvc-y m3nvc-z m3nvc-10 m3nvc-a x-effect-exit\" data-x-effect=\"{&quot;scroll&quot;:true,&quot;offsetTop&quot;:&quot;10%&quot;,&quot;offsetBottom&quot;:&quot;10%&quot;,&quot;behaviorScroll&quot;:&quot;fire-once&quot;}\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\">The Challenge: Aircraft Turnaround Inefficiencies<\/h1>\n<span class=\"x-text-content-text-subheadline\">Airlines Face Mounting Turnaround Challenges \u2013 Rising Costs, Delays, and Customer Frustration Demand Urgent Action for Competitive Edge<\/span><\/div><\/div><\/div><hr class=\"x-line e170904-e11 m3nvc-17 m3nvc-18\"\/><div class=\"x-text x-content e170904-e12 m3nvc-13 m3nvc-14 m3nvc-15\"><p>Aircraft turnaround inefficiencies are an escalating concern for airlines, with IATA predicting related expenses to exceed $8 billion by 2030. The financial strain increases with the need to maintain competitive On-Time Performance (OTP), which is crucial for operational success. We considered the significant issues affecting the turnaround operations of major airlines around the globe:<\/p>\n\n<ul>\n \t<li><strong>Frequent Delays<\/strong>: Caused by disjointed or outdated processes<\/li>\n \t<li><strong>Escalating Costs<\/strong>: Delays resulted in increased operational expenses<\/li>\n \t<li><strong>Deteriorating Customer Satisfaction<\/strong>: Inconsistent flight schedules and unreliable service frustrated passengers<\/li>\n \t<li><strong>Increasing Competition<\/strong>- Prioritize innovation, streamline processes, and implement technology-driven solutions to enhance efficiency and customer experience<\/li>\n<\/ul><\/div><\/div><\/div><\/div><\/div><div class=\"x-section e170904-e13 m3nvc-0 m3nvc-1 m3nvc-3 m3nvc-4 m3nvc-6\"><div class=\"x-bg\" aria-hidden=\"true\"><div class=\"x-bg-layer-lower-image\"><\/div><\/div><div class=\"x-row x-container max width e170904-e14 m3nvc-b m3nvc-c m3nvc-e m3nvc-h\"><div class=\"x-row-inner\"><div class=\"x-col e170904-e15 m3nvc-n m3nvc-p m3nvc-q m3nvc-r m3nvc-s\"><div class=\"x-text x-text-headline e170904-e16 m3nvc-w m3nvc-x m3nvc-y m3nvc-z m3nvc-10 m3nvc-a x-effect-exit\" data-x-effect=\"{&quot;scroll&quot;:true,&quot;offsetTop&quot;:&quot;10%&quot;,&quot;offsetBottom&quot;:&quot;10%&quot;,&quot;behaviorScroll&quot;:&quot;fire-once&quot;}\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\">The Solution: Streamlining Turnaround Operations with AI<\/h1>\n<span class=\"x-text-content-text-subheadline\">Revolutionizing Aircraft Turnaround with AI: How IGT Solutions' Advanced Computer Vision Technology Cuts Delays and Boosts Efficiency for Airlines<\/span><\/div><\/div><\/div><hr class=\"x-line e170904-e17 m3nvc-17 m3nvc-18\"\/><div class=\"x-text x-content e170904-e18 m3nvc-13 m3nvc-14 m3nvc-15\"><p>IGT Solutions' team worked on a solution to optimize aircraft turnaround times through advanced AI technology. Our proposed AI solution, specifically around computer vision, focused on improving the image and video annotation process, allowing airlines to accurately monitor and measure every turnaround phase. Critical aspects of our solution include:<\/p>\n\n<ul>\n \t<li><strong>AI-Powered Annotation<\/strong>: Integrating machine learning algorithms to detect and mark critical turnaround milestones automatically<\/li>\n \t<li><strong>Real-Time Metrics<\/strong>: Tracking Service Level Agreements (SLAs) and providing operational insights<\/li>\n \t<li><strong>Proactive Corrections<\/strong>: EnablingEnabling airlines to reduce delays and enhance operational efficiency proactively.<\/li>\n<\/ul>\n<p>We took a consultative approach to tackle the most pressing challenges faced by airlines, ensuring a solution customized to their needs. Our intelligent model adapts to different airport types and environments. It is evaluated in various scenarios, with manual annotation applied to other model variations, allowing us to recalibrate accuracy when necessary<\/p><\/div><span class=\"x-image e170904-e19 m3nvc-1a\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/11\/Advanced-Computer-Vision-Technology-1.jpg\" width=\"1500\" height=\"843\" alt=\"Image\" loading=\"lazy\"><\/span><\/div><div class=\"x-col e170904-e20 m3nvc-n m3nvc-o m3nvc-q m3nvc-t\"><div class=\"x-div e170904-e21 m3nvc-1b\"><div class=\"x-text x-text-headline e170904-e22 m3nvc-w m3nvc-y m3nvc-10 m3nvc-11\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\">Our partnership with AWS allowed us to leverage their cloud infrastructure and advantages of scale and agile implementation while our AI expertise ensured seamless implementation. By combining these strengths, we developed a solution that drives innovation and solves critical operational challenges for our clients in real-world settings.<\/h1>\n<span class=\"x-text-content-text-subheadline\"><p><strong>Navneet Taneja,<\/strong><br \/>\nChief Business Officer, IGT Solutions<\/p><\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"x-section e170904-e23 m3nvc-0 m3nvc-1 m3nvc-3 m3nvc-4 m3nvc-7\"><div class=\"x-bg\" aria-hidden=\"true\"><div class=\"x-bg-layer-lower-image\"><\/div><\/div><div class=\"x-row x-container max width e170904-e24 m3nvc-b m3nvc-c m3nvc-e m3nvc-i\"><div class=\"x-row-inner\"><div class=\"x-col e170904-e25 m3nvc-n m3nvc-p m3nvc-q m3nvc-r m3nvc-s\"><div class=\"x-text x-text-headline e170904-e26 m3nvc-w m3nvc-x m3nvc-y m3nvc-a x-effect-exit\" data-x-effect=\"{&quot;scroll&quot;:true,&quot;offsetTop&quot;:&quot;10%&quot;,&quot;offsetBottom&quot;:&quot;10%&quot;,&quot;behaviorScroll&quot;:&quot;fire-once&quot;}\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\">Innovative Collaboration: Bringing Together Industry Expertise<\/h1>\n<\/div><\/div><\/div><hr class=\"x-line e170904-e27 m3nvc-17 m3nvc-18\"\/><div class=\"x-text x-content e170904-e28 m3nvc-13 m3nvc-14 m3nvc-15\"><p>The successful solution combined AWS's strengths in advanced tools and hosting services with IGT's AI implementation capabilities. By aligning these resources, we co-created a solution that merges innovation with operational practicality, applying AI to address real-world business challenges.<\/p>\n<p><strong>Key Features of Our Aircraft Turnaround Solution<\/strong><\/p>\n\n<ul>\n \t<li><strong>Text, Image, and Video Annotation<\/strong>: Efficiently annotate media using tools such as bounding boxes, polygons, segmentation, and classification.<\/li>\n \t<li><strong>Automatic Tagging<\/strong>: Automatically label images or datasets, increasing efficiency with minimal user input.<\/li>\n \t<li><strong>Headless Annotation Integration<\/strong>: Seamlessly integrate with third-party or cloud storage systems for automatic annotation.<\/li>\n \t<li><strong>Effortless Data Exporting<\/strong>: For straightforward data management, export labeled datasets in formats like JSON, CSV, or TXT.<\/li>\n<\/ul><\/div><\/div><\/div><\/div><\/div><div class=\"x-section e170904-e29 m3nvc-0 m3nvc-1 m3nvc-3 m3nvc-4 m3nvc-8\"><div class=\"x-bg\" aria-hidden=\"true\"><div class=\"x-bg-layer-lower-image\"><\/div><\/div><div class=\"x-row x-container max width e170904-e30 m3nvc-b m3nvc-c m3nvc-e m3nvc-j\"><div class=\"x-row-inner\"><div class=\"x-col e170904-e31 m3nvc-n m3nvc-p m3nvc-q m3nvc-r m3nvc-s\"><div class=\"x-text x-text-headline e170904-e32 m3nvc-w m3nvc-x m3nvc-y m3nvc-z m3nvc-10 m3nvc-a x-effect-exit\" data-x-effect=\"{&quot;scroll&quot;:true,&quot;offsetTop&quot;:&quot;10%&quot;,&quot;offsetBottom&quot;:&quot;10%&quot;,&quot;behaviorScroll&quot;:&quot;fire-once&quot;}\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\">Benefits and Impact of the Solution<\/h1>\n<span class=\"x-text-content-text-subheadline\">Unlocking Efficiency and Cost Savings: How Our AI-Powered Annotation Solution Enhances Turnaround Time and Boosts Airline Performance<\/span><\/div><\/div><\/div><hr class=\"x-line e170904-e33 m3nvc-17 m3nvc-18\"\/><div class=\"x-text x-content e170904-e34 m3nvc-13 m3nvc-14 m3nvc-15\"><p>The implementation of our solution promises substantial benefits:<\/p>\n\n<ul>\n \t<li><strong>High-Quality Annotation<\/strong>: Applicable to various types of visual media and powered by AWS services.<\/li>\n \t<li><strong>Cost Efficiency<\/strong>: Machine learning models enable semi- and fully automated labeling, reducing costs significantly. <strong>Automatic Annotation<\/strong>: Deep learning models and smart trackers enhance automation.<\/li>\n \t<li><strong>Increased Utilization<\/strong>: Faster aircraft preparation for subsequent flights, reducing human errors.<\/li>\n \t<li><strong>Forecasting Accuracy<\/strong>: Improved adherence to planning, leading to higher OTP and enhanced customer satisfaction.<\/li>\n<\/ul><\/div><span class=\"x-image e170904-e35 m3nvc-1a\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2024\/11\/Benefits-and-Impact.jpg\" width=\"1500\" height=\"843\" alt=\"Image\" loading=\"lazy\"><\/span><\/div><\/div><\/div><\/div><div class=\"x-section e170904-e36 m3nvc-0 m3nvc-1 m3nvc-3 m3nvc-4 m3nvc-7\"><div class=\"x-bg\" aria-hidden=\"true\"><div class=\"x-bg-layer-lower-image\"><\/div><\/div><div class=\"x-row x-container max width e170904-e37 m3nvc-b m3nvc-d m3nvc-e m3nvc-k\"><div class=\"x-row-inner\"><div class=\"x-col e170904-e38 m3nvc-n m3nvc-p m3nvc-q m3nvc-r m3nvc-s\"><div class=\"x-text x-text-headline e170904-e39 m3nvc-w m3nvc-x m3nvc-y m3nvc-a x-effect-exit\" data-x-effect=\"{&quot;scroll&quot;:true,&quot;offsetTop&quot;:&quot;10%&quot;,&quot;offsetBottom&quot;:&quot;10%&quot;,&quot;behaviorScroll&quot;:&quot;fire-once&quot;}\"><div class=\"x-text-content\"><div class=\"x-text-content-text\"><h1 class=\"x-text-content-text-primary\">Quantifiable Results<\/h1>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"x-row x-container max width e170904-e40 m3nvc-b m3nvc-c m3nvc-e m3nvc-l\"><div class=\"x-row-inner\"><div class=\"x-col e170904-e41 m3nvc-n m3nvc-p m3nvc-q m3nvc-r m3nvc-s\"><hr class=\"x-line e170904-e42 m3nvc-18 m3nvc-19\"\/><div class=\"x-counter e170904-e43 m3nvc-1c\" data-x-element-counter=\"{&quot;to&quot;:&quot;95&quot;,&quot;speed&quot;:&quot;1500ms&quot;,&quot;commaSeparatedDecimal&quot;:false}\"><div class=\"x-counter-number-wrap\"><span class=\"x-counter-number\">0<\/span><span class=\"x-counter-number-suffix\">%<\/span><\/div><div class=\"x-counter-after\">Accuracy<\/div><\/div><div class=\"x-text x-content e170904-e44 m3nvc-13 m3nvc-15 m3nvc-16\">Achieved in aircraft turnaround processes.<\/div><\/div><div class=\"x-col e170904-e45 m3nvc-n m3nvc-p m3nvc-q m3nvc-r m3nvc-s\"><hr class=\"x-line e170904-e46 m3nvc-18 m3nvc-19\"\/><div class=\"x-counter e170904-e47 m3nvc-1c\" data-x-element-counter=\"{&quot;to&quot;:&quot;99&quot;,&quot;speed&quot;:&quot;1500ms&quot;,&quot;commaSeparatedDecimal&quot;:false}\"><div class=\"x-counter-number-wrap\"><span class=\"x-counter-number\">0<\/span><span class=\"x-counter-number-suffix\">%<\/span><\/div><div class=\"x-counter-after\">Savings<\/div><\/div><div class=\"x-text x-content e170904-e48 m3nvc-13 m3nvc-15 m3nvc-16\">Reduction in manual data collection efforts.<\/div><\/div><div class=\"x-col e170904-e49 m3nvc-n m3nvc-p m3nvc-q m3nvc-r m3nvc-s\"><hr class=\"x-line e170904-e50 m3nvc-18 m3nvc-19\"\/><div class=\"x-counter e170904-e51 m3nvc-1c\" data-x-element-counter=\"{&quot;to&quot;:&quot;10&quot;,&quot;speed&quot;:&quot;1500ms&quot;,&quot;commaSeparatedDecimal&quot;:false}\"><div class=\"x-counter-number-wrap\"><span class=\"x-counter-number-prefix\">~<\/span><span class=\"x-counter-number\">0<\/span><span class=\"x-counter-number-suffix\">%<\/span><\/div><div class=\"x-counter-after\">Improvement in OTP<\/div><\/div><div class=\"x-text x-content e170904-e52 m3nvc-13 m3nvc-15 m3nvc-16\">Through precise identification and resolution of turnaround issues.<\/div><\/div><\/div><\/div><\/div><div class=\"x-section e170904-e53 m3nvc-0 m3nvc-5 m3nvc-9\"><div class=\"x-row e170904-e54 m3nvc-b m3nvc-c m3nvc-e m3nvc-m\"><div class=\"x-row-inner\"><div class=\"x-col e170904-e55 m3nvc-q m3nvc-r\"><div class=\"cs-content x-global-block x-global-block-160711 e170904-e56\"><div class=\"x-section e160711-e2 m3g07-0\"><div class=\"x-row x-container max width e160711-e3 m3g07-1 m3g07-2 m3g07-3 m3g07-7\"><div class=\"x-row-inner\"><div class=\"x-col e160711-e4 m3g07-a m3g07-b m3g07-c m3g07-d m3g07-e\"><span class=\"x-image x-hide-sm x-hide-xs e160711-e5 m3g07-k m3g07-l\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2021\/06\/footer-thumb.png\" width=\"42\" height=\"42\" alt=\"Image\" loading=\"lazy\"><\/span><div class=\"x-text x-content e160711-e6 m3g07-n m3g07-o m3g07-p m3g07-q m3g07-r\">IGT Solutions\u00a0 |\u00a0 Enabling Better Experience<\/div><\/div><div class=\"x-col e160711-e7 m3g07-a m3g07-d m3g07-e m3g07-f m3g07-g m3g07-h\"><a class=\"x-anchor x-anchor-button has-graphic e160711-e8 m3g07-x m3g07-y 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The AI Hackathon is an initiative to offer a dynamic platform for developers, data scientists, and AI specialists to explore &#8230; <\/p>\n<div><a href=\"https:\/\/www.igtsolutions.com\/thought-leadership\/case-studies\/ai-powered-aircraft-turnaround-how-solving-a-real-world-airline-challenge-helped-us-soar-high-in-ai-hackathon-2024\/\" class=\"more-link\">Read More<\/a><\/div>\n","protected":false},"author":29,"featured_media":0,"parent":181,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-blank-4.php","meta":{"footnotes":""},"class_list":["post-170904","page","type-page","status-publish","hentry","no-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI-Powered Aircraft Turnaround: How Solving a Real-World Airline Challenge Helped Us Soar High in AI Hackathon 2024<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.igtsolutions.com\/thought-leadership\/case-studies\/ai-powered-aircraft-turnaround-how-solving-a-real-world-airline-challenge-helped-us-soar-high-in-ai-hackathon-2024\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI-Powered Aircraft Turnaround: How Solving a Real-World Airline Challenge Helped Us Soar High in AI Hackathon 2024\" \/>\n<meta property=\"og:description\" content=\"CASE STUDIES AI-Powered Aircraft Turnaround: How Solving a Real-World Airline Challenge Helped Us Soar High in AI Hackathon 2024India\u2019s largest and most successful airline is at the forefront of technological advancements in the aviation industry through its digital innovation hub. 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