{"id":79312,"date":"2024-08-08T17:22:34","date_gmt":"2024-08-08T15:22:34","guid":{"rendered":"https:\/\/www.skaylink.com\/?p=79312"},"modified":"2024-11-15T10:50:58","modified_gmt":"2024-11-15T09:50:58","slug":"imwf-analyzes-communication-streams-with-ai","status":"publish","type":"post","link":"https:\/\/www.skaylink.com\/en\/case-studies\/imwf-analyzes-communication-streams-with-ai\/","title":{"rendered":"Skaylink uses AI to analyze large quantities of data for IMWF"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"79312\" class=\"elementor elementor-79312 elementor-28334\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21123a46 header-keyvisual-container e-flex e-con-boxed e-con e-parent\" data-id=\"21123a46\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1726dc85 elementor-align-left elementor-widget elementor-widget-breadcrumbs\" data-id=\"1726dc85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/www.skaylink.com\/en\/\">Home<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8cbea1f e-con-full e-flex e-con e-child\" data-id=\"8cbea1f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-49ba9d28 header-keyvisual-content e-con-full e-flex e-con e-child\" data-id=\"49ba9d28\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-748a9137 e-con-full e-flex e-con e-child\" data-id=\"748a9137\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3d8a8171 elementor-widget elementor-widget-text-editor\" data-id=\"3d8a8171\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Case studies<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b1d8605 elementor-widget elementor-widget-heading\" data-id=\"4b1d8605\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Skaylink uses AI to analyze large quantities of data for IMWF<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-763a0947 elementor-widget elementor-widget-text-editor\" data-id=\"763a0947\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Mining for meaning with AI<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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-541f4925 e-flex e-con-boxed e-con e-parent\" data-id=\"541f4925\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e5c2a62 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"e5c2a62\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3096875b e-con-full e-flex e-con e-child\" data-id=\"3096875b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1598c149 elementor-widget elementor-widget-text-editor\" data-id=\"1598c149\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>IMWF Institute for Management and Economic Research has offered its customers comprehensive media, market, and reputational analyses since 2013. To do so, the institute gathers data from more than 438\u00a0million websites on tens of thousands of companies and brands worldwide. In a single night, IMWF analyzes more data than 1,000\u00a0individuals could in an entire year. To process this extremely high quantity of data, the institute sought an experienced IT partner.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-394b0103 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"394b0103\" data-element_type=\"container\" data-e-type=\"container\">\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-576fc07f e-flex e-con-boxed e-con e-parent\" data-id=\"576fc07f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6418f736 e-con-full e-flex e-con e-child\" data-id=\"6418f736\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-547c7bfc elementor-widget elementor-widget-image\" data-id=\"547c7bfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"1200\" src=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland.jpg\" class=\"attachment-full size-full wp-image-79009\" alt=\"\" srcset=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland.jpg 1200w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-300x300.jpg 300w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-1024x1024.jpg 1024w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-150x150.jpg 150w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-768x768.jpg 768w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/Karola-Klaus-IMWF-Copyright-faceland-700x700.jpg 700w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-b04b387 e-con-full e-flex e-con e-child\" data-id=\"b04b387\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e4396e5 elementor-blockquote--skin-border elementor-widget elementor-widget-blockquote\" data-id=\"6e4396e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\t\u201cThe collaboration with Skaylink has been vital for our company\u2019s success. The experts at Skaylink understand our business model. They prepare the data for our analysis quickly and cost-effectively.\u201d\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Carola Klaus, Managing Director of IMWF GmbH<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf7aa1a e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"cf7aa1a\" data-element_type=\"container\" data-e-type=\"container\">\n\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-d328164 e-flex e-con-boxed e-con e-parent\" data-id=\"d328164\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c32cf57 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"c32cf57\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c0c4dba e-con-full e-flex e-con e-child\" data-id=\"c0c4dba\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc5841b elementor-widget elementor-widget-text-editor\" data-id=\"dc5841b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>To do so, it is important that the IT partner fully understands what the analysis demands.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\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-af5401c e-flex e-con-boxed e-con e-parent\" data-id=\"af5401c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bfd2391 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"bfd2391\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7feb72d e-con-full e-flex e-con e-child\" data-id=\"7feb72d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3c4b621 elementor-widget elementor-widget-heading\" data-id=\"3c4b621\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Natural language as a challenge<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b6ff818 elementor-widget elementor-widget-text-editor\" data-id=\"b6ff818\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>IMWF needs more than just numerical analysis to provide customers with meaningful insights into their company and products. The institute acquires in-depth insights into individual issues from web sources such as social media posts, customer reviews and news stories.<\/p>\n<p>Analyzing natural language brings a lot of challenges to the table. They include:<\/p>\n<ul>\n<li>Sentiment: Do the reports about the company tend to be more positive, neutral, or negative? <br \/>Affected companies interpret the term \u201ccyber incident\u201d as negative. For cyber insurance, it is a neutral term.<\/li>\n<li>Current events: Have current events caused the meaning of words to change?<br \/>During the COVID-19 crisis, for example, the way we understood the term \u201creduced working hours\u201d changed. And terms like \u201cnumber of cases\u201d in the context of companies became more neutral than they were before the pandemic.<\/li>\n<li>Context: Does a text contain irony, for example? <br \/>Language is used differently in a tweet than it is in a press release for an annual report.<\/li>\n<\/ul>\n<p>IMWF also offers its customers analyses that could include all core EU languages, for example. To overcome these and many other challenges in the automated analysis of large quantities of data, Skaylink developed a comprehensive automated process for IMWF.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13e1bd3 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"13e1bd3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-566909e e-con-full e-flex e-con e-child\" data-id=\"566909e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6d464a5 elementor-widget elementor-widget-heading\" data-id=\"6d464a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Brief summary of the project<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3521221 elementor-widget elementor-widget-text-editor\" data-id=\"3521221\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><span style=\"color: #ffffff;\">Company:<\/span><\/h5>\n<p>IMWF GmbH<\/p>\n<h5><span style=\"color: #ffffff;\"><strong>Challenge:<\/strong><\/span><\/h5>\n<p>Quick and cost-effective analysis of large quantities of data in natural language<\/p>\n<h5><span style=\"color: #ffffff;\"><strong>Solution:<\/strong><\/span><\/h5>\n<p>Combination of rule- and AI-based analysis methods<\/p>\n<h5><span style=\"color: #ffffff;\"><strong>Technologies used:<\/strong><\/span><\/h5>\n<p>Terraform, Docker, AWS ECS, EC2 Spot Instances, AWS Glue, Lambda, Athena, StepFunctions and state-of-the-art models such as BERT, Claude (Anthropic), GPT (OpenAI)<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\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-26244967 e-flex e-con-boxed e-con e-parent\" data-id=\"26244967\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7f5001b e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"7f5001b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-240b2a0b e-con-full e-flex e-con e-child\" data-id=\"240b2a0b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43fb9f34 elementor-widget elementor-widget-heading\" data-id=\"43fb9f34\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Rule-based data cleansing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f71aab3 elementor-widget elementor-widget-text-editor\" data-id=\"f71aab3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Skaylink receives the raw data from website crawling from an IMWF partner and enriches it with data it has crawled itself. Based on AWS technologies, Skaylink processes about 2.5\u00a0million articles in a wide range of languages in a short amount of time each night, detects relevant texts, and filters them by company, brands, topics and special events to ensure that they are ready in the morning. The data undergoes a sophisticated automated process \u2013 a combination of rule-based models and AI methods.<\/p>\n<p>Skaylink uses an internal database with a web interface (an entity app) to manage the more than 30,000\u00a0relevant companies, brands and topics to be monitored.<\/p>\n<p>Terraform defines the cloud infrastructure used every day as infrastructure as code (IaC). It\u2019s connected to Docker containers, whose code is transferred to the AWS Cloud via a GitHub connection to AWS services such as CodePipeline and CodeBuild. This allows the existing system to be quickly adapted and scaled accordingly. Within the cloud, AWS solutions such as Elastic Container Service (ECS), EC2 Spot Instances, SQS, AWS Lambda, StepFunctions, S3, Kinesis, Glue, Athena and others provide the framework for the entire pipeline.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\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-c178b07 e-flex e-con-boxed e-con e-parent\" data-id=\"c178b07\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c048cd0 elementor-widget elementor-widget-image\" data-id=\"c048cd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"soli-pipeline.drawio\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6Nzg5OTcsInVybCI6Imh0dHBzOlwvXC93d3cuc2theWxpbmsuY29tXC93cC1jb250ZW50XC91cGxvYWRzXC8yMDIyXC8wMVwvc29saS1waXBlbGluZS5kcmF3aW8ucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"694\" src=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-1024x888.png\" class=\"attachment-large size-large wp-image-78997\" alt=\"\" srcset=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-1024x888.png 1024w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-300x260.png 300w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-768x666.png 768w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-1536x1332.png 1536w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2022\/01\/soli-pipeline.drawio-2048x1775.png 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-addf5da e-flex e-con-boxed e-con e-parent\" data-id=\"addf5da\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-13d09dc e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"13d09dc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f92bde e-con-full e-flex e-con e-child\" data-id=\"4f92bde\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8abe91a elementor-widget elementor-widget-heading\" data-id=\"8abe91a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quick analysis adjustments thanks to AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71f55f6 elementor-widget elementor-widget-text-editor\" data-id=\"71f55f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Skaylink uses AI for data analysis: Using rule-based AI methods, the experts detect grammatical structures and classify texts based on word lists and complex sequence patterns. They also use large language models (LLMs). They include basic LLM models such as BERT, which Skaylink refines with annotated data from IMWF, and tailors to the context of the application. Special analyses are occasionally enriched with the latest models like Claude 3 from Anthropic, which can be used via AWS Bedrock. This combination of rule-based and model-based approaches makes it possible to balance the individual strengths and weaknesses of the respective technologies. It also provides more options for intervening in particular cases. The ability to adapt the latest LLMs and incorporate industry-specific information gives IMWF the precision and individualization that are essential for its studies.<\/p>\n<p>If there are changes, the experts can retrain the BERT AI models in half a day. The more data they have, the better the result. With a completely new model design, this would take several weeks. The Skaylink experts regularly check the AI results on a random basis to ensure the best possible quality. They can be further optimized if necessary. This human factor, also known as \u201chuman-in-the-loop\u201c, ensures on the one hand that the existing classifications are correct. It also ensures that new topics are detected at an early stage and changes in meaning are taken into account accordingly.<\/p>\n<p>At the end of processing, Skaylink transfers only the data relevant for analysis to IMWF. This allows IMWF to create reports for customers quickly.<\/p>\n<p>Alongside the quality and speed of the analysis, the Skaylink experts pay attention to the costs of the AWS infrastructure and tap into optimization potential here as well.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\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-978f7cd e-flex e-con-boxed e-con e-parent\" data-id=\"978f7cd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c6c577b e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"c6c577b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3c6f9c e-con-full e-flex e-con e-child\" data-id=\"b3c6f9c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d985bd elementor-widget elementor-widget-heading\" data-id=\"9d985bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ongoing improvement<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0728cc5 elementor-widget elementor-widget-text-editor\" data-id=\"0728cc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The analysis experts at IMWF and Skaylink remain in constant contact to optimize the models further. New IMWF customer projects or current results could be a reason for this. Thanks to their extensive experience, Skaylink\u2019s experts can often make minor adjustments within a few hours to take a closer look at a current scandal, for example.<\/p>\n<p>New technical developments also offer additional optimization potential. \u201cIMWF trusts us to carry out experiments. This means we can continually check whether new technologies offer added value for IMWF,\u201d said Agatha Dabrowski, Senior Consultant AWS Analytics, Skaylink. \u201cThis is how we learn together with IMWF.\u201d<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\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-7c9d306 e-flex e-con-boxed e-con e-parent\" data-id=\"7c9d306\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a197cb6 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"a197cb6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9a3342 e-con-full e-flex e-con e-child\" data-id=\"c9a3342\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8755f5a elementor-widget elementor-widget-heading\" data-id=\"8755f5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07d5db0 elementor-widget elementor-widget-text-editor\" data-id=\"07d5db0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u201cTogether with the experts at Skaylink, we constantly improve our analysis methods,\u201d Carola Klaus explained. \u201cI look forward to continuing our long-standing, trusting and successful collaboration.\u201d<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\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-6efc8997 e-flex e-con-boxed e-con e-parent\" data-id=\"6efc8997\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4b98e44 elementor-widget elementor-widget-heading\" data-id=\"4b98e44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Successful projects from Skaylink<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7aa19b5c elementor-arrows-position-inside elementor-widget elementor-widget-loop-carousel\" data-id=\"7aa19b5c\" data-element_type=\"widget\" data-e-type=\"widget\" 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class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"swiper elementor-loop-container elementor-grid\" role=\"list\" dir=\"ltr\">\n\t\t\t\t<div class=\"swiper-wrapper\" aria-live=\"polite\">\n\t\t<style id=\"loop-57266\">.elementor-57266 .elementor-element.elementor-element-55762ecb{--display:flex;--min-height:550px;--flex-direction:row;--container-widget-width:calc( ( 1 - var( --container-widget-flex-grow ) ) * 100% );--container-widget-height:100%;--container-widget-flex-grow:1;--container-widget-align-self:stretch;--flex-wrap-mobile:wrap;--align-items:stretch;--gap:0px 0px;--row-gap:0px;--column-gap:0px;--overflow:hidden;--margin-top:0%;--margin-bottom:0%;--margin-left:0%;--margin-right:0%;--padding-top:0rem;--padding-bottom:0rem;--padding-left:0rem;--padding-right:0rem;}.elementor-57266 .elementor-element.elementor-element-534ce23f{--display:flex;--padding-top:0px;--padding-bottom:0px;--padding-left:0px;--padding-right:0px;}.elementor-widget-image 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data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-55762ecb e-flex e-con-boxed e-con e-parent\" data-id=\"55762ecb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-534ce23f e-con-full e-flex e-con e-child\" data-id=\"534ce23f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a274def elementor-widget elementor-widget-image\" data-id=\"a274def\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/03\/MG_5973-johanna-lohr-fotografie-skaylink-1024x683.jpg\" class=\"attachment-large size-large wp-image-92171\" alt=\"\" srcset=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/03\/MG_5973-johanna-lohr-fotografie-skaylink-1024x683.jpg 1024w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/03\/MG_5973-johanna-lohr-fotografie-skaylink-300x200.jpg 300w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/03\/MG_5973-johanna-lohr-fotografie-skaylink-768x512.jpg 768w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/03\/MG_5973-johanna-lohr-fotografie-skaylink-1536x1024.jpg 1536w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/03\/MG_5973-johanna-lohr-fotografie-skaylink.jpg 1620w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-373b26ac e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"373b26ac\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0fe0875 e-con-full e-flex e-con e-child\" data-id=\"0fe0875\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66b75a3 elementor-widget elementor-widget-text-editor\" data-id=\"66b75a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tCase studies\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b58affb elementor-widget elementor-widget-heading\" data-id=\"b58affb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hotel software provider ibelsa achieves better scalability and enhanced security with Skaylink on AWS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d94ff elementor-widget elementor-widget-text-editor\" data-id=\"29d94ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tLearn how hotel property management system ibelsa gained better scalability, lower costs, and improved security.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79b359c elementor-widget elementor-widget-button\" data-id=\"79b359c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.skaylink.com\/en\/case-studies\/ibelsa\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read more<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"57266\" class=\"elementor elementor-57266 swiper-slide e-loop-item e-loop-item-92224 post-92224 post type-post status-publish format-standard has-post-thumbnail hentry category-case-studies tag-microsoft tag-security\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-55762ecb e-flex e-con-boxed e-con e-parent\" data-id=\"55762ecb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-534ce23f e-con-full e-flex e-con e-child\" data-id=\"534ce23f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a274def elementor-widget elementor-widget-image\" data-id=\"a274def\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" src=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/STABILO_Produktion_BOSS-ORIGINAL-1-1024x682.jpg\" class=\"attachment-large size-large wp-image-91644\" alt=\"\" srcset=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/STABILO_Produktion_BOSS-ORIGINAL-1-1024x682.jpg 1024w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/STABILO_Produktion_BOSS-ORIGINAL-1-300x200.jpg 300w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/STABILO_Produktion_BOSS-ORIGINAL-1-768x512.jpg 768w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/STABILO_Produktion_BOSS-ORIGINAL-1-1536x1024.jpg 1536w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/STABILO_Produktion_BOSS-ORIGINAL-1.jpg 2000w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-373b26ac e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"373b26ac\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0fe0875 e-con-full e-flex e-con e-child\" data-id=\"0fe0875\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66b75a3 elementor-widget elementor-widget-text-editor\" data-id=\"66b75a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tCase studies\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b58affb elementor-widget elementor-widget-heading\" data-id=\"b58affb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Professional backup for your IT security<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d94ff elementor-widget elementor-widget-text-editor\" data-id=\"29d94ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSTABILO relies on Skaylink\u2019s Cyber Security Center \u2013 a Managed SOC solution that provides reliable 24\/7\u00a0protection for cloud infrastructure.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79b359c elementor-widget elementor-widget-button\" data-id=\"79b359c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.skaylink.com\/en\/case-studies\/stabilo\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read more<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"57266\" class=\"elementor elementor-57266 swiper-slide e-loop-item e-loop-item-92006 post-92006 post type-post status-publish format-standard has-post-thumbnail hentry category-case-studies tag-microsoft tag-modern-work\" data-elementor-post-type=\"elementor_library\" role=\"group\" aria-roledescription=\"slide\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-55762ecb e-flex e-con-boxed e-con e-parent\" data-id=\"55762ecb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-534ce23f e-con-full e-flex e-con e-child\" data-id=\"534ce23f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a274def elementor-widget elementor-widget-image\" data-id=\"a274def\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"546\" src=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/StWN-Konzern-1024x699.jpg\" class=\"attachment-large size-large wp-image-91712\" alt=\"(\u00a9 StWN, Claus Felix\" srcset=\"https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/StWN-Konzern-1024x699.jpg 1024w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/StWN-Konzern-300x205.jpg 300w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/StWN-Konzern-768x524.jpg 768w, https:\/\/www.skaylink.com\/wp-content\/uploads\/2026\/02\/StWN-Konzern.jpg 1366w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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<\/div>\n\t\t<div class=\"elementor-element elementor-element-373b26ac e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"373b26ac\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0fe0875 e-con-full e-flex e-con e-child\" data-id=\"0fe0875\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66b75a3 elementor-widget elementor-widget-text-editor\" data-id=\"66b75a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tCase studies\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b58affb elementor-widget elementor-widget-heading\" data-id=\"b58affb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">The StWN Group focuses on users: That\u2019s what modern work is all about!<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-29d94ff elementor-widget elementor-widget-text-editor\" data-id=\"29d94ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tSkaylink helped the municipal utility St\u00e4dtische Werke N\u00fcrnberg (StWN) along its way towards creating a state-of-the-art, highly secure work environment.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-79b359c elementor-widget elementor-widget-button\" data-id=\"79b359c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.skaylink.com\/en\/case-studies\/user-centricity-stwn-group\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read more<\/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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Previous\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow-circle-left---mobile\"><\/i>\t\t\t<\/div>\n\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"Next\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"skaylinkicon- skaylink-icon-arrow-circle-right---mobile\"><\/i>\t\t\t<\/div>\n\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Skaylink combines rule- and AI-based methods for rapid analysis of large quantities of data for IMWF.<\/p>\n","protected":false},"author":23,"featured_media":79063,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[101],"tags":[182,168],"class_list":["post-79312","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","tag-ai-ml-2","tag-aws"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/posts\/79312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/comments?post=79312"}],"version-history":[{"count":12,"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/posts\/79312\/revisions"}],"predecessor-version":[{"id":79452,"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/posts\/79312\/revisions\/79452"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/media\/79063"}],"wp:attachment":[{"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/media?parent=79312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/categories?post=79312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.skaylink.com\/en\/wp-json\/wp\/v2\/tags?post=79312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}