{"id":20336,"date":"2026-06-16T09:02:36","date_gmt":"2026-06-16T09:02:36","guid":{"rendered":"https:\/\/www.tyylidata.fi\/referenssit\/ai-opportunity-assessment-in-technical-design-work\/"},"modified":"2026-07-08T07:12:59","modified_gmt":"2026-07-08T07:12:59","slug":"ai-opportunity-assessment-in-technical-design-work","status":"publish","type":"projects","link":"https:\/\/www.tyylidata.fi\/en\/references\/ai-opportunity-assessment-in-technical-design-work\/","title":{"rendered":"AI Opportunity Assessment in Technical Design Work"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"20336\" class=\"elementor elementor-20336 elementor-15783\" data-elementor-post-type=\"projects\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43416b3 e-con-full e-flex e-con e-parent\" data-id=\"43416b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ea94161 e-flex e-con-boxed e-con e-child\" data-id=\"ea94161\" 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-609ae79 e-con-full e-flex e-con e-child\" data-id=\"609ae79\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6401c7d elementor-widget elementor-widget-the7-heading\" data-id=\"6401c7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"the7-heading-title elementor-size-default\">AI Opportunity Assessment in Technical Design Work<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a409e14 elementor-widget elementor-widget-text-editor\" data-id=\"a409e14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>A technical design consultancy wanted to understand where artificial intelligence could genuinely support everyday work, reduce manual checking and improve the findability of information. The goal was not to adopt AI for the sake of technology, but to identify concrete use cases where AI could create measurable value for expert work, quality assurance and smoother project delivery. <\/p><p>The work focused especially on three areas: checking technical drawings, supporting the early stages of automation and PLC programming, and making better use of internal documentation through AI-assisted information retrieval.<\/p><p>At the starting point, the work involved many repetitive checking phases, scattered documentation and expert knowledge that was difficult to access quickly in everyday situations. At the same time, it was important to assess realistically where AI could work reliably and where better data, documentation and process management would first be needed. <\/p><p>The work helped turn an AI-related idea into a concrete and assessable development path. The customer received a clear view of where AI can create value, under what conditions it should be piloted, and how solutions can be built with cybersecurity, access rights and practical workflows in mind. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8541a68 e-con-full e-flex e-con e-child\" data-id=\"8541a68\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87e8934 elementor-widget elementor-widget-the7-heading\" data-id=\"87e8934\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"the7-heading-title elementor-size-default\">Key areas<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25e06e4 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"25e06e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Identifying AI use cases<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Mapping current work phases<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Assessing the quality of data and documentation<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Exploring opportunities for checking technical drawings<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">AI-assisted information retrieval<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119 8 8 119 8 256s111 248 248 248 248-111 248-248S393 8 256 8z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">A phased AI roadmap<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e1ed7c8 elementor-align-left elementor-widget elementor-widget-the7_button_widget\" data-id=\"e1ed7c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7_button_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\"><a href=\"https:\/\/www.tyylidata.fi\/en\/services\/artificial-intelligence-for-businesses\/\" class=\"box-button elementor-button elementor-size-md\">More about AI<\/a><\/div>\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-4648fa9 e-flex e-con-boxed e-con e-child\" data-id=\"4648fa9\" 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-f219c17 e-con-full e-flex e-con e-child\" data-id=\"f219c17\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-24142d2 elementor-widget elementor-widget-the7-heading\" data-id=\"24142d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"the7-heading-title elementor-size-default\">What was done<\/h2>\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-e607166 e-con-full e-flex e-con e-child\" data-id=\"e607166\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c2bf97 elementor-widget elementor-widget-text-editor\" data-id=\"7c2bf97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Tyylidata carried out a preliminary AI assessment and roadmap project, mapping current work phases, data quality, the system environment and potential AI use cases.<\/p><p>The work assessed, among other things:<\/p><ul><li>where AI could speed up checking and reduce manual work<\/li><li>what kind of data and documentation an AI solution would need in order to work reliably<\/li><li>how the technical solution could be built securely in a Microsoft and Azure environment<\/li><li>what kind of Proof of Concept experiments would be sensible before full implementation<\/li><li>how cybersecurity, access rights and documentation boundaries should be considered already during the planning phase<\/li><li>where processes should first be clarified before AI is used more broadly<\/li><\/ul><p>During the work, it became clear that using AI in technical design is not only a technical question. It is equally connected to the structure of information, the quality of documentation, the definition of responsibilities, and how well the organisation\u2019s experts are involved in evaluating AI-generated suggestions. <\/p>\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-fd582d4 e-flex e-con-boxed e-con e-child\" data-id=\"fd582d4\" 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-3097e25 e-con-full e-flex e-con e-child\" data-id=\"3097e25\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-15e381b elementor-widget elementor-widget-the7-heading\" data-id=\"15e381b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"the7-heading-title elementor-size-default\">Technical approach<\/h2>\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-c6d1ebc e-con-full e-flex e-con e-child\" data-id=\"c6d1ebc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1bc33b9 elementor-widget elementor-widget-text-editor\" data-id=\"1bc33b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"isSelectedEnd\">The preliminary assessment examined an Azure-based implementation model where different AI and data services would support different use cases. Possible components included document and table interpretation, computer vision-based symbol recognition, natural language models, semantic search and cloud-based data storage. <\/p><p class=\"isSelectedEnd\">An important part of the work was assessing how raw data should be transformed into a usable format. Technical design material is not always easy for AI to interpret directly: file formats, tables, symbols, item names and project-specific practices can vary significantly. For this reason, the work emphasised data preparation, standardisation and the selection of suitable material for test use.  <\/p><p>At the same time, the work assessed how an AI solution could operate securely so that access rights, source documents, internal guidelines and technical information remain under control. An AI solution should not become an isolated tool. It needs to connect with the existing system environment, information management and cybersecurity practices. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47f6cd3 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"47f6cd3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">AI use cases were identified from everyday work phases<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Data preparation and standardisation were assessed for AI use<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Technical drawing checks were evaluated from an AI perspective<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Cybersecurity and access rights were considered from the beginning of the planning process<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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<div class=\"elementor-element elementor-element-3573df2 e-flex e-con-boxed e-con e-child\" data-id=\"3573df2\" 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-e88cdc0 e-con-full e-flex e-con e-child\" data-id=\"e88cdc0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9435e09 elementor-widget elementor-widget-the7-heading\" data-id=\"9435e09\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"the7-heading-title elementor-size-default\">Outcome<\/h2>\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-466c8c7 e-con-full e-flex e-con e-child\" data-id=\"466c8c7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e21e17 elementor-widget elementor-widget-text-editor\" data-id=\"6e21e17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"isSelectedEnd\">The project resulted in a clear AI roadmap and recommendations for further development. The work identified the most promising use cases, possible technical implementation options, data requirements, risks and a phased implementation model. <\/p><p class=\"isSelectedEnd\">The assessment gave the customer a better overall view of where AI is suitable, where it is not yet suitable, and what should be done before actual implementation. It also created a foundation for a follow-up pilot, where AI can be tested in a controlled way using real use cases, limited data and an architecture adapted to the existing Microsoft environment. <\/p><p class=\"isSelectedEnd\">The work also helped identify that successful AI adoption requires not only a technical solution, but also clear responsibilities, shared operating models and consistent information management.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b5b3a33 e-grid e-con-full e-con e-child\" data-id=\"b5b3a33\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-815c4cb e-con-full e-flex e-con e-child\" data-id=\"815c4cb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a67df32 elementor-widget elementor-widget-the7-heading\" data-id=\"a67df32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"the7-heading-title elementor-size-default\">AI<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8befdd elementor-widget elementor-widget-the7-heading\" data-id=\"c8befdd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"the7-heading-title elementor-size-default\">From an idea to a concrete development path<\/span>\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-d7cf5b7 e-con-full e-flex e-con e-child\" data-id=\"d7cf5b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aecbb96 elementor-widget elementor-widget-the7-heading\" data-id=\"aecbb96\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"the7-heading-title elementor-size-default\">Data<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e923f52 elementor-widget elementor-widget-the7-heading\" data-id=\"e923f52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"the7-heading-title elementor-size-default\">Part of decision-making<\/span>\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-962289a e-con-full e-flex e-con e-child\" data-id=\"962289a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7303d61 elementor-widget elementor-widget-the7-heading\" data-id=\"7303d61\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"the7-heading-title elementor-size-default\">Cybersecurity<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f80a91 elementor-widget elementor-widget-the7-heading\" data-id=\"6f80a91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"the7-heading-title elementor-size-default\">Included from the start of planning<\/span>\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<\/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","protected":false},"excerpt":{"rendered":"<p>An AI opportunity assessment in technical design work helped identify practical AI use cases, data requirements, risks and a phased roadmap for controlled piloting.<\/p>\n","protected":false},"featured_media":20337,"template":"","meta":[],"project_category":[149,152,154,150],"class_list":["post-20336","projects","type-projects","status-publish","has-post-thumbnail","hentry","project_category-ai-and-data","project_category-customer-cases","project_category-it-ot-and-industry","project_category-technology-strategy"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Assessment for Technical Design | Tyylidata<\/title>\n<meta name=\"description\" content=\"An AI assessment identified practical AI use cases and risks in technical design work to support controlled piloting.\" \/>\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.tyylidata.fi\/en\/references\/ai-opportunity-assessment-in-technical-design-work\/\" 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