{"id":93199,"date":"2025-04-04T11:38:05","date_gmt":"2025-04-04T09:38:05","guid":{"rendered":"https:\/\/www.cocus.com\/?p=93199"},"modified":"2025-04-04T14:50:52","modified_gmt":"2025-04-04T12:50:52","slug":"insights-successful-ai-applications-from-practice","status":"publish","type":"post","link":"https:\/\/www.cocus.com\/en\/insights-successful-ai-applications-from-practice\/","title":{"rendered":"Successful AI Applications from Practice"},"content":{"rendered":"\t\t
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On 3 April, we attended the Navigator Festival 2025<\/a> in D\u00fcsseldorf \u2013 a key event for innovation, technology and digitalisation. In a masterclass, our Account Executive Sven Giesbert shared practical insights into AI projects for port logistics, <\/em>chemical process engineering <\/i>and telecommunications and showed how companies use AI applications effectively. Discover the highlights and key takeaways from the Masterclass here. <\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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In many companies, AI applications are now becoming an integral part of efficient and intelligent processes. With many years of experience \u2013 from early artificial neural networks to modern LLMs \u2013 our Account Executive Sven Giesbert is currently driving the use of AI together with our experts. At the Navigator Festival, our specialist gave an insight into how we implement smart AI solutions for several industries and which factors are crucial for success. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\"Three
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Intelligent applications with AI \u2013 what matters <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Whether automated object recognition, intelligent data analysis or predictive process optimisation \u2013 the areas of application for AI today extend across many industries and use cases. But how can AI be used successfully in practice and what factors are crucial for AI applications to create the greatest possible added value? <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Two examples from our projects in port logistics and telecommunications show how we have specifically trained and optimised AI solutions to deliver more accurate results and more precise applications for our customers.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Port of Trier \u2013 smart detection of occupied tracks with AI<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"AI-supported\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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To increase efficiency in port operations, an AI-supported camera monitoring system was introduced that automatically recognises free and occupied track segments. Recognition accuracy has been significantly improved through targeted retraining with real image data from the port. The solution optimises processes and supports precise planning and track utilisation. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Many other AI-based port technologies enable reduced turnaround times, transport inefficiencies, delays and operating costs. Read more about automation in ports: Application areas of AI in smart ports<\/a> <\/em><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Telecommunications and Customer Service \u2013 automated review analysis <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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An AI system was implemented to intelligently analyse customer feedback and categorise reviews according to topic and sentiment. By continuously expanding the database and optimising model training, recognition has become much more precise and reliable. The automated sentiment analysis enables more efficient processing of customer concerns and improved service quality. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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With suitable tools such as Awario<\/a>, companies can also improve their social media strategy through automated sentiment analysis. Read more about the practical use cases in our blog: Practical benefits of sentiment analysis<\/a> <\/em><\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Key takeaways \u2013 how to use AI successfully in practice<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The benefits of AI are clear: processes can be automated, precise analyses can optimise decisions and companies gain valuable insights into data that would otherwise remain hidden. With the right approach, AI can create efficient, smart and reliable solutions in many areas. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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However, in order for AI applications to deliver reliable results, our project experience shows that three fundamental factors need to be considered in practice:<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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1. Ensure data quality<\/strong>
A well-processed and error-free database is essential for precise results. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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2. Train models with your own data<\/strong>
Standard models alone are often not sufficient to fulfil specific requirements. Supplementary training data from real use cases significantly improves accuracy. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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3. Conitnuously review results<\/strong>
AI models should be regularly validated and further developed to ensure optimal performance in the long term.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Realising effective AI applications together <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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With advanced knowledge of the practical use of AI, companies can now realise effective AI applications. We support companies from the conception and training to the implementation of smart solutions to create long-term added value. <\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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connecting industries. empowering innovation. \u2013 ready for AI?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tExplore AI Services<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

On 3 April, we attended the Navigator Festival 2025 in D\u00fcsseldorf \u2013 a key event for innovation, technology and digitalisation. In a masterclass, our Account Executive Sven Giesbert shared practical insights into AI projects for port logistics, chemical process engineering and telecommunications and showed how companies use AI applications effectively. Discover the highlights and key takeaways […]<\/p>\n","protected":false},"author":24,"featured_media":93164,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[436,570],"tags":[584,586,575],"class_list":["post-93199","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-en","category-news-en","tag-ai","tag-automation-en","tag-event-en"],"_links":{"self":[{"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/posts\/93199","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/comments?post=93199"}],"version-history":[{"count":3,"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/posts\/93199\/revisions"}],"predecessor-version":[{"id":93219,"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/posts\/93199\/revisions\/93219"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/media\/93164"}],"wp:attachment":[{"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/media?parent=93199"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/categories?post=93199"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cocus.com\/en\/wp-json\/wp\/v2\/tags?post=93199"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}