{"id":46085,"date":"2026-03-03T14:03:25","date_gmt":"2026-03-03T13:03:25","guid":{"rendered":"https:\/\/ways.se\/?page_id=46085"},"modified":"2026-03-03T17:06:08","modified_gmt":"2026-03-03T16:06:08","slug":"skraddarsydda-rag-losningar","status":"publish","type":"page","link":"https:\/\/ways.se\/sv\/vara-tjanster\/skraddarsydda-rag-losningar\/","title":{"rendered":"Skr\u00e4ddarsydda RAG-l\u00f6sningar"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>AI-verktyg som Microsoft Copilot \u00e4r kraftfulla men utan r\u00e4tt informationsstruktur riskerar svaren att bli generella, os\u00e4kra eller felaktiga.<\/p>\n\n\n\n<p>Med en skr\u00e4ddarsydd RAG-l\u00f6sning s\u00e4kerst\u00e4ller vi att AI:n h\u00e4mtar information fr\u00e5n era utvalda och kvalitetss\u00e4krade k\u00e4llor och genererar svar baserat p\u00e5 just ert inneh\u00e5ll.<\/p>\n\n\n\n<p>Resultatet: H\u00f6gre precision, minskad risk f\u00f6r hallucinationer och full kontroll \u00f6ver vilket underlag AI:n anv\u00e4nder.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">N\u00e4r passar det?<\/h3>\n\n\n\n<p>RAG \u00e4r r\u00e4tt val n\u00e4r:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Informationen \u00e4r verksamhetskritisk<\/li>\n\n\n\n<li>Tr\u00e4ffs\u00e4kerhet \u00e4r avg\u00f6rande<\/li>\n\n\n\n<li>Ni har stora och komplexa dokumentm\u00e4ngder<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-group has-text-bright-color has-accent-1-background-color has-text-color has-background has-link-color wp-elements-d18c27605c011cbb151d1301494d7e53\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading\">S\u00e5 hj\u00e4lper Ways dig<\/h2>\n\n\n\n<p>Ways kombinerar expertis inom Microsoft 365, dokumenthantering och AI-arkitektur f\u00f6r att skapa RAG-l\u00f6sningar som \u00e4r s\u00e4kra, tr\u00e4ffs\u00e4kra och verksamhetsanpassade.<\/p>\n\n\n\n<p>V\u00e5ra RAG\u2011projekt omfattar vanligtvis:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. Struktur och kontext<\/h3>\n\n\n\n<p>Vi analyserar er informationsstruktur \u2013 dokumenttyper, metadata och begrepp \u2013 f\u00f6r att s\u00e4kerst\u00e4lla att AI:n f\u00f6rst\u00e5r hur er verksamhet \u00e4r uppbyggd. R\u00e4tt kontext \u00e4r grunden f\u00f6r korrekta svar.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. S\u00e4ker och styrd AI-motor<\/h3>\n\n\n\n<p>Vi bygger kvalitetss\u00e4krade dokumentindex och implementerar l\u00f6sningen p\u00e5 en s\u00e4ker plattform, exempelvis via Azure OpenAI Service. Vi definierar hur AI:n ska s\u00f6ka, svara och citera k\u00e4llor \u2013 med full kontroll \u00f6ver informationsunderlaget.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Integration och l\u00e5ngsiktig effekt<\/h3>\n\n\n\n<p>Vi integrerar l\u00f6sningen i er milj\u00f6 \u2013 som AI-assistent, Teams-app eller Copilot-agent \u2013 och s\u00e4kerst\u00e4ller att den forts\u00e4tter vara uppdaterad, relevant och aff\u00e4rsdrivande \u00f6ver tid.<\/p>\n\n\n\n<p><a href=\"https:\/\/ways.se\/sv\/kontakta-oss\/\" data-type=\"page\" data-id=\"223\"><strong>Kontakta oss<\/strong><\/a> f\u00f6r att s\u00e4kra AI-tr\u00e4ffs\u00e4kerhet f\u00f6r era kritiska dokument<\/p>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">L\u00e4s mer<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/ways.se\/sv\/artiklar\/ai-som-inte-bara-svarar-utan-faktiskt-forstar-er-verksamhet\/\">AI som inte bara svarar utan faktiskt f\u00f6rst\u00e5r er verksamhet<\/a><\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/ways.se\/wp-content\/uploads\/kranich17-sea-7259914_1280-1024x682.jpg\" alt=\"\" class=\"wp-image-46083\" srcset=\"https:\/\/ways.se\/wp-content\/uploads\/kranich17-sea-7259914_1280-1024x682.jpg 1024w, https:\/\/ways.se\/wp-content\/uploads\/kranich17-sea-7259914_1280-300x200.jpg 300w, https:\/\/ways.se\/wp-content\/uploads\/kranich17-sea-7259914_1280-768x512.jpg 768w, https:\/\/ways.se\/wp-content\/uploads\/kranich17-sea-7259914_1280.jpg 1280w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI-verktyg som Microsoft Copilot \u00e4r kraftfulla men utan r\u00e4tt informationsstruktur riskerar svaren att bli generella, os\u00e4kra eller felaktiga. Med en skr\u00e4ddarsydd RAG-l\u00f6sning s\u00e4kerst\u00e4ller vi att AI:n h\u00e4mtar information fr\u00e5n era utvalda och kvalitetss\u00e4krade k\u00e4llor och &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"Skr\u00e4ddarsydda RAG-l\u00f6sningar\" class=\"read-more button\" href=\"https:\/\/ways.se\/sv\/vara-tjanster\/skraddarsydda-rag-losningar\/\" aria-label=\"L\u00e4s mer om Skr\u00e4ddarsydda RAG-l\u00f6sningar\">L\u00e4s mer<\/a><\/p>\n","protected":false},"author":8,"featured_media":0,"parent":765,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"element-controls":[],"class_list":{"0":"post-46085","1":"page","2":"type-page","3":"status-publish","5":"no-featured-image-padding"},"acf":[],"_links":{"self":[{"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/pages\/46085","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/comments?post=46085"}],"version-history":[{"count":3,"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/pages\/46085\/revisions"}],"predecessor-version":[{"id":46117,"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/pages\/46085\/revisions\/46117"}],"up":[{"embeddable":true,"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/pages\/765"}],"wp:attachment":[{"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/media?parent=46085"}],"wp:term":[{"taxonomy":"element-controls","embeddable":true,"href":"https:\/\/ways.se\/sv\/wp-json\/wp\/v2\/element-controls?post=46085"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}