{"id":236424,"date":"2020-04-01T14:00:36","date_gmt":"2020-04-01T12:00:36","guid":{"rendered":"https:\/\/shop.sauldie.org\/?p=1136"},"modified":"2026-03-14T13:23:36","modified_gmt":"2026-03-14T12:23:36","slug":"industry-4-0-part-46-detecting-trends-ahead-of-their-time","status":"publish","type":"post","link":"https:\/\/risawave.org\/en\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/","title":{"rendered":"Industry 4.0: Part 46: Detecting trends before the signs of the times"},"content":{"rendered":"<p>No factor costs companies more in profits and employees more in jobs than the spirit of the times. If companies fail to demonstrate the right feel for this, even a million-pound business can quickly reach its limits. For example, if a product is repeatedly developed, produced, and offered that does not match the taste or expectations of customers, sales will automatically decline. Connected to this, the ability to make further investments or develop new products without loans or the involvement of shareholders simultaneously diminishes.<\/p>\n<p>With Big Data analysis, the right solution can already be found for this problem. This is because customers only change their minds from one day to the next in absolute exceptional cases. It is much more common for saturation to occur very slowly. This not only offers the opportunity to start developing new products promptly, but also to keep proven products up to date. This can often be observed in any supermarket where repeatedly redesigned packaging or special editions encourage consumers to pay new attention to a product that may have been familiar for decades.<\/p>","protected":false},"excerpt":{"rendered":"<p>No factor costs companies more profits and employees more jobs than the zeitgeist. If companies fail to demonstrate the right instinct here, even a million-pound company can quickly reach its limits. For example, if a product is repeatedly developed, produced, and offered which does not meet the taste or expectations of customers, sales will fall... <a title=\"Industry 4.0: Part 46: Detecting trends before the signs of the times\" class=\"read-more\" href=\"https:\/\/risawave.org\/en\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/\" aria-label=\"Read more about Industry 4.0: Part 46: Detecting trends ahead of their time\">Read more<\/a><\/p>","protected":false},"author":2,"featured_media":237325,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[90,4202],"tags":[21,1784,1063,1064,1065,25,1066,1786,1787,2379,2380,2381,2382],"class_list":["post-236424","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industrie-fabrik-4-0","category-transruption-blog","tag-bigdata","tag-digitalcoach","tag-keynotespeaker","tag-redner","tag-sauldie","tag-smartdata","tag-trainer","tag-vortrag","tag-webinar","tag-gespuer","tag-kosten","tag-mitarbeiter","tag-zeitgeist","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-25"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren - risawave.org<\/title>\n<meta name=\"description\" content=\"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren - - risawave.org\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/risawave.org\/en\/industry-4-0-part-46-detecting-trends-ahead-of-their-time\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren\" \/>\n<meta property=\"og:description\" content=\"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren - - risawave.org\" \/>\n<meta property=\"og:url\" content=\"https:\/\/risawave.org\/en\/industry-4-0-part-46-detecting-trends-ahead-of-their-time\/\" \/>\n<meta property=\"og:site_name\" content=\"risawave.org\" \/>\n<meta property=\"article:published_time\" content=\"2020-04-01T12:00:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-14T12:23:36+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/risawave.org\/wp-content\/uploads\/2018\/07\/industrie40.png\" \/>\n\t<meta property=\"og:image:width\" content=\"854\" \/>\n\t<meta property=\"og:image:height\" content=\"320\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Sanjay Sauldie (M.Sc.)\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sanjay Sauldie (M.Sc.)\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/\"},\"author\":{\"name\":\"Sanjay Sauldie (M.Sc.)\",\"@id\":\"https:\\\/\\\/risawave.org\\\/#\\\/schema\\\/person\\\/a88d2a92d710b97d3eaaca6aa2a70fc4\"},\"headline\":\"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren\",\"datePublished\":\"2020-04-01T12:00:36+00:00\",\"dateModified\":\"2026-03-14T12:23:36+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/\"},\"wordCount\":200,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/risawave.org\\\/wp-content\\\/uploads\\\/2018\\\/07\\\/industrie40.png\",\"keywords\":[\"#BigData\",\"#digitalcoach\",\"#keynotespeaker\",\"#redner\",\"#sauldie\",\"#SmartData\",\"#trainer\",\"#vortrag\",\"#webinar\",\"Gesp\u00fcr\",\"kosten\",\"Mitarbeiter\",\"Zeitgeist\"],\"articleSection\":[\"Industrie und Fabrik 4.0\",\"TRANSRUPTION Digitaler Werkzeugkasten\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#respond\"]}],\"copyrightYear\":\"2020\",\"copyrightHolder\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/en\\\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/\",\"url\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/\",\"name\":\"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren - risawave.org\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/risawave.org\\\/wp-content\\\/uploads\\\/2018\\\/07\\\/industrie40.png\",\"datePublished\":\"2020-04-01T12:00:36+00:00\",\"dateModified\":\"2026-03-14T12:23:36+00:00\",\"description\":\"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren - - risawave.org\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#primaryimage\",\"url\":\"https:\\\/\\\/risawave.org\\\/wp-content\\\/uploads\\\/2018\\\/07\\\/industrie40.png\",\"contentUrl\":\"https:\\\/\\\/risawave.org\\\/wp-content\\\/uploads\\\/2018\\\/07\\\/industrie40.png\",\"width\":854,\"height\":320,\"caption\":\"industrie40\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Start\",\"item\":\"https:\\\/\\\/risawave.org\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/risawave.org\\\/#website\",\"url\":\"https:\\\/\\\/risawave.org\\\/\",\"name\":\"risawave.org\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/risawave.org\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":[\"Organization\",\"Place\"],\"@id\":\"https:\\\/\\\/risawave.org\\\/#organization\",\"name\":\"risawave.org\",\"url\":\"https:\\\/\\\/risawave.org\\\/\",\"logo\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#local-main-organization-logo\"},\"image\":{\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#local-main-organization-logo\"},\"telephone\":[\"015140530884\"],\"openingHoursSpecification\":[],\"email\":\"office@newrella.hk\",\"faxNumber\":\"newrella Limited\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/risawave.org\\\/#\\\/schema\\\/person\\\/a88d2a92d710b97d3eaaca6aa2a70fc4\",\"name\":\"Sanjay Sauldie (M.Sc.)\",\"sameAs\":[\"https:\\\/\\\/risawave.org\"],\"url\":\"https:\\\/\\\/risawave.org\\\/en\\\/author\\\/sanjay-sauldie\\\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\\\/\\\/risawave.org\\\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\\\/#local-main-organization-logo\",\"url\":\"https:\\\/\\\/risawave.org\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/Globales-logo-scaled-1.png\",\"contentUrl\":\"https:\\\/\\\/risawave.org\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/Globales-logo-scaled-1.png\",\"width\":2560,\"height\":2560,\"caption\":\"risawave.org\"}]}<\/script>\n<meta name=\"geo.placename\" content=\"\u8202\u574e\u89d2\" \/>\n<meta name=\"geo.region\" content=\"Hong Kong\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Industry 4.0: Part 46: Detect trends ahead of their time - risawave.org","description":"Industry 4.0: Part 46: Spotting trends ahead of their time - - risawave.org","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/risawave.org\/en\/industry-4-0-part-46-detecting-trends-ahead-of-their-time\/","og_locale":"en_GB","og_type":"article","og_title":"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren","og_description":"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren - - risawave.org","og_url":"https:\/\/risawave.org\/en\/industry-4-0-part-46-detecting-trends-ahead-of-their-time\/","og_site_name":"risawave.org","article_published_time":"2020-04-01T12:00:36+00:00","article_modified_time":"2026-03-14T12:23:36+00:00","og_image":[{"width":854,"height":320,"url":"https:\/\/risawave.org\/wp-content\/uploads\/2018\/07\/industrie40.png","type":"image\/png"}],"author":"Sanjay Sauldie (M.Sc.)","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Sanjay Sauldie (M.Sc.)","Estimated reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#article","isPartOf":{"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/"},"author":{"name":"Sanjay Sauldie (M.Sc.)","@id":"https:\/\/risawave.org\/#\/schema\/person\/a88d2a92d710b97d3eaaca6aa2a70fc4"},"headline":"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren","datePublished":"2020-04-01T12:00:36+00:00","dateModified":"2026-03-14T12:23:36+00:00","mainEntityOfPage":{"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/"},"wordCount":200,"commentCount":0,"publisher":{"@id":"https:\/\/risawave.org\/#organization"},"image":{"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#primaryimage"},"thumbnailUrl":"https:\/\/risawave.org\/wp-content\/uploads\/2018\/07\/industrie40.png","keywords":["#BigData","#digitalcoach","#keynotespeaker","#redner","#sauldie","#SmartData","#trainer","#vortrag","#webinar","Gesp\u00fcr","kosten","Mitarbeiter","Zeitgeist"],"articleSection":["Industrie und Fabrik 4.0","TRANSRUPTION Digitaler Werkzeugkasten"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#respond"]}],"copyrightYear":"2020","copyrightHolder":{"@id":"https:\/\/risawave.org\/en\/#organization"}},{"@type":"WebPage","@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/","url":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/","name":"Industry 4.0: Part 46: Detect trends ahead of their time - risawave.org","isPartOf":{"@id":"https:\/\/risawave.org\/#website"},"primaryImageOfPage":{"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#primaryimage"},"image":{"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#primaryimage"},"thumbnailUrl":"https:\/\/risawave.org\/wp-content\/uploads\/2018\/07\/industrie40.png","datePublished":"2020-04-01T12:00:36+00:00","dateModified":"2026-03-14T12:23:36+00:00","description":"Industry 4.0: Part 46: Spotting trends ahead of their time - - risawave.org","breadcrumb":{"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#primaryimage","url":"https:\/\/risawave.org\/wp-content\/uploads\/2018\/07\/industrie40.png","contentUrl":"https:\/\/risawave.org\/wp-content\/uploads\/2018\/07\/industrie40.png","width":854,"height":320,"caption":"industrie40"},{"@type":"BreadcrumbList","@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Start","item":"https:\/\/risawave.org\/"},{"@type":"ListItem","position":2,"name":"Industrie 4.0: Teil 46: Trend bereits vor den Zeichen der Zeit aufsp\u00fcren"}]},{"@type":"WebSite","@id":"https:\/\/risawave.org\/#website","url":"https:\/\/risawave.org\/","name":"risawave.org","description":"","publisher":{"@id":"https:\/\/risawave.org\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/risawave.org\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":["Organization","Place"],"@id":"https:\/\/risawave.org\/#organization","name":"risawave.org","url":"https:\/\/risawave.org\/","logo":{"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#local-main-organization-logo"},"image":{"@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#local-main-organization-logo"},"telephone":["015140530884"],"openingHoursSpecification":[],"email":"office@newrella.hk","faxNumber":"newrella Limited"},{"@type":"Person","@id":"https:\/\/risawave.org\/#\/schema\/person\/a88d2a92d710b97d3eaaca6aa2a70fc4","name":"Sanjay Sauldie (M.Sc.)","sameAs":["https:\/\/risawave.org"],"url":"https:\/\/risawave.org\/en\/author\/sanjay-sauldie\/"},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/risawave.org\/industrie-4-0-teil-46-trend-bereits-vor-den-zeichen-der-zeit-aufspueren\/#local-main-organization-logo","url":"https:\/\/risawave.org\/wp-content\/uploads\/2026\/01\/Globales-logo-scaled-1.png","contentUrl":"https:\/\/risawave.org\/wp-content\/uploads\/2026\/01\/Globales-logo-scaled-1.png","width":2560,"height":2560,"caption":"risawave.org"}]},"geo.placename":"\u8202\u574e\u89d2","geo.region":"Hong Kong"},"_links":{"self":[{"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/posts\/236424","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/comments?post=236424"}],"version-history":[{"count":1,"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/posts\/236424\/revisions"}],"predecessor-version":[{"id":354263,"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/posts\/236424\/revisions\/354263"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/media\/237325"}],"wp:attachment":[{"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/media?parent=236424"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/categories?post=236424"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/risawave.org\/en\/wp-json\/wp\/v2\/tags?post=236424"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}