{"id":8555,"date":"2026-08-19T09:13:09","date_gmt":"2026-08-19T09:13:09","guid":{"rendered":"https:\/\/hello-ai.eu\/tekoalyagentit-tekoalyn-seuraava-askel\/"},"modified":"2026-08-21T13:23:53","modified_gmt":"2026-08-21T13:23:53","slug":"tekoalyagentit-tekoalyn-seuraava-askel","status":"publish","type":"post","link":"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/","title":{"rendered":"Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8555\" class=\"elementor elementor-8555 elementor-8346\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-50662bc2 e-flex e-con-boxed e-con e-parent\" data-id=\"50662bc2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;shape_divider_bottom&quot;:&quot;waves&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\n\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\n\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"\/>\n<\/svg>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-efb404d e-con-full e-flex e-con e-child\" data-id=\"efb404d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69aae9c elementor-widget elementor-widget-heading\" data-id=\"69aae9c\" data-element_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\">Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69cb037 elementor-widget elementor-widget-text-editor\" data-id=\"69cb037\" data-element_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><span style=\"color: #ffffff;\">Teko\u00e4ly kehittyy huimaa vauhtia. Kun yritykset ovat viime vuosina tutustuneet p\u00e4\u00e4asiassa ChatGPT:n ja Microsoft Copilotin kaltaisiin chatbotteihin, on nyt nousemassa uusi teko\u00e4lysukupolvi: teko\u00e4lyagentit. N\u00e4m\u00e4 \u00e4lykk\u00e4\u00e4t digitaaliset avustajat eiv\u00e4t ainoastaan vastaa kysymyksiin, vaan ne voivat my\u00f6s suorittaa teht\u00e4vi\u00e4 itsen\u00e4isesti, tehd\u00e4 p\u00e4\u00e4t\u00f6ksi\u00e4 ja toimia yhdess\u00e4 muiden j\u00e4rjestelmien kanssa. Monille organisaatioille t\u00e4m\u00e4 tarkoittaa perustavanlaatuista muutosta ty\u00f6n organisointitavassa.<\/span><\/p><div><p><span style=\"color: #ffffff;\">Siin\u00e4 miss\u00e4 teko\u00e4ly\u00e4 on t\u00e4h\u00e4n asti k\u00e4ytetty p\u00e4\u00e4asiassa apuv\u00e4lineen\u00e4, sen rooli siirtyy yh\u00e4 enemm\u00e4n kohti p\u00e4ivitt\u00e4isten prosessien aktiivista tukemista. Teko\u00e4lyagentit voivat automatisoida ty\u00f6teht\u00e4vi\u00e4, yhdist\u00e4\u00e4 tietoa eri l\u00e4hteist\u00e4 ja tukea ty\u00f6ntekij\u00f6it\u00e4 monimutkaisten teht\u00e4vien suorittamisessa. N\u00e4in syntyy uusi ty\u00f6tapa, jossa ihminen ja teko\u00e4ly tekev\u00e4t yh\u00e4 tiiviimp\u00e4\u00e4 yhteisty\u00f6t\u00e4.<\/span><\/p><\/div>\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-7935c300 e-con-full e-flex e-con e-child\" data-id=\"7935c300\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2fec958 elementor-widget elementor-widget-image\" data-id=\"2fec958\" data-element_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=\"800\" height=\"534\" src=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6-1024x683.png\" class=\"attachment-large size-large wp-image-8411\" alt=\"\" srcset=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6-1024x683.png 1024w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6-300x200.png 300w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6-768x512.png 768w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6.png 1536w\" 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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fa59b25 e-flex e-con-boxed e-con e-parent\" data-id=\"fa59b25\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bdfbba3 e-con-full e-flex e-con e-child\" data-id=\"bdfbba3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83c469e elementor-widget elementor-widget-image\" data-id=\"83c469e\" data-element_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:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-7-1024x683.png\" class=\"attachment-large size-large wp-image-8421\" alt=\"\" srcset=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-7-1024x683.png 1024w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-7-300x200.png 300w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-7-768x512.png 768w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-7.png 1536w\" 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-1119808 e-con-full e-flex e-con e-child\" data-id=\"1119808\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e252f54 elementor-widget elementor-widget-text-editor\" data-id=\"e252f54\" data-element_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<h2>Mit\u00e4 teko\u00e4lyagentit tarkalleen ottaen ovat?<\/h2><div><p>Teko\u00e4lyagentti on j\u00e4rjestelm\u00e4, joka pystyy ty\u00f6skentelem\u00e4\u00e4n itsen\u00e4isesti ennalta m\u00e4\u00e4ritettyjen raamien puitteissa. Agentti ymm\u00e4rt\u00e4\u00e4 tavoitteen, m\u00e4\u00e4ritt\u00e4\u00e4 tavoitteen saavuttamiseksi tarvittavat vaiheet ja suorittaa ne. Samalla se voi ker\u00e4t\u00e4 tietoa, k\u00e4ytt\u00e4\u00e4 eri sovelluksia ja tehd\u00e4 p\u00e4\u00e4t\u00f6ksi\u00e4 saatavilla olevan datan perusteella.<\/p><p>Kuvitellaan, ett\u00e4 ty\u00f6ntekij\u00e4 tarvitsee raportin asiakastapaamista varten. Perinteinen teko\u00e4lyty\u00f6kalu voi auttaa raportin kirjoittamisessa. Teko\u00e4lyagentti voi kuitenkin menn\u00e4 paljon pidemm\u00e4lle. Se ker\u00e4\u00e4 tarvittavat tiedot eri j\u00e4rjestelmist\u00e4, analysoi tulokset, laatii raportin ja voi jopa varata ajan l\u00f6yd\u00f6sten l\u00e4pik\u00e4ymist\u00e4 varten. Lopputuloksena ty\u00f6ntekij\u00f6ilt\u00e4 kuluu v\u00e4hemm\u00e4n aikaa hallinnollisiin teht\u00e4viin, ja he voivat keskitty\u00e4 enemm\u00e4n arvoa tuottavaan ty\u00f6h\u00f6n.<\/p><\/div>\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-8f464c9 e-flex e-con-boxed e-con e-parent\" data-id=\"8f464c9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4d3a1c5 e-con-full e-flex e-con e-child\" data-id=\"4d3a1c5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb64f22 elementor-widget elementor-widget-text-editor\" data-id=\"bb64f22\" data-element_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><style>\na {<br\/>\n    text-decoration: none;<br\/>\n    color: #464feb;<br\/>\n}<br\/>\ntr th, tr td {<br\/>\n    border: 1px solid #e6e6e6;<br\/>\n}<br\/>\ntr th {<br\/>\n    background-color: #f5f5f5;<br\/>\n}<br\/>\n<\/style><\/p><div><h3>Mit\u00e4 teko\u00e4lyagenteilla voi tehd\u00e4?<\/h3><p>Teko\u00e4lyagenttien voima ei ole vain kysymyksiin vastaamisessa, vaan ennen kaikkea toimintojen suorittamisessa. Siin\u00e4 miss\u00e4 perinteinen chatbot odottaa ohjeita, teko\u00e4lyagentti voi itsen\u00e4isesti ryhty\u00e4 toimenpiteisiin tavoitteen saavuttamiseksi. T\u00e4m\u00e4 tekee teknologiasta kiinnostavan organisaatioille, jotka haluavat nopeuttaa prosesseja, kevent\u00e4\u00e4 ty\u00f6ntekij\u00f6iden kuormitusta ja ty\u00f6skennell\u00e4 tehokkaammin.<\/p><p>Agent Storesta organisaatiot voivat ottaa heti k\u00e4ytt\u00f6\u00f6n valmiita agentteja, mutta ne voivat my\u00f6s kehitt\u00e4\u00e4 omia agentteja, jotka sopivat niiden omiin prosesseihin. T\u00e4m\u00e4 luo lukemattomia mahdollisuuksia markkinoinnin, myynnin, HR:n, asiakaspalvelun ja IT:n kaltaisille osastoille. Seuraavissa esimerkeiss\u00e4 tarkastelemme, miten teko\u00e4lyagentteja voidaan hy\u00f6dynt\u00e4\u00e4 k\u00e4yt\u00e4nn\u00f6ss\u00e4 ja mit\u00e4 hy\u00f6tyj\u00e4 ne voivat tuoda organisaatioille.<\/p><\/div>\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-f2a3225 e-con-full e-flex e-con e-child\" data-id=\"f2a3225\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-009efc3 elementor-widget elementor-widget-image\" data-id=\"009efc3\" data-element_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=\"526\" src=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-112937-1024x673.png\" class=\"attachment-large size-large wp-image-8351\" alt=\"\" srcset=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-112937-1024x673.png 1024w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-112937-300x197.png 300w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-112937-768x505.png 768w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-112937.png 1132w\" 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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e1afb24 e-flex e-con-boxed e-con e-parent\" data-id=\"e1afb24\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d788f2a e-con-full e-flex e-con e-child\" data-id=\"d788f2a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a05240 elementor-widget elementor-widget-image\" data-id=\"3a05240\" data-element_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=\"379\" src=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-113121.png\" class=\"attachment-large size-large wp-image-8361\" alt=\"\" srcset=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-113121.png 982w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-113121-300x142.png 300w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-113121-768x364.png 768w\" 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-9393110 e-con-full e-flex e-con e-child\" data-id=\"9393110\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-be199db elementor-widget elementor-widget-text-editor\" data-id=\"be199db\" data-element_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><style>\na {<br\/>    text-decoration: none;<br\/>    color: #464feb;<br\/>}<br\/>tr th, tr td {<br\/>    border: 1px solid #e6e6e6;<br\/>}<br\/>tr th {<br\/>    background-color: #f5f5f5;<br\/>}<br\/><\/style><\/p><div><h3>Rakenna oma erikoistunut teko\u00e4lyagenttisi<\/h3><p>Yksi mielenkiintoisimmista kehityssuunnista teko\u00e4lyss\u00e4 on se, ett\u00e4 organisaatiot voivat nyky\u00e4\u00e4n paitsi k\u00e4ytt\u00e4\u00e4 teko\u00e4ly\u00e4, my\u00f6s rakentaa omia erikoistuneita teko\u00e4lyagenttejaan. Microsoft Copilotin Agent Builderin kaltaisilla ty\u00f6kaluilla on mahdollista luoda agentteja, jotka on r\u00e4\u00e4t\u00e4l\u00f6ity organisaation tietyille osastoille, prosesseille tai teht\u00e4ville.<\/p><p>Siin\u00e4 miss\u00e4 yleinen teko\u00e4lyavustaja vastaa monenlaisiin kysymyksiin, erikoistunut agentti keskittyy yhteen selke\u00e4\u00e4n tavoitteeseen. T\u00e4llainen voi olla esimerkiksi HR-agentti, joka vastaa henkil\u00f6st\u00f6politiikkaa koskeviin kysymyksiin, myyntiagentti, joka ker\u00e4\u00e4 asiakastietoja ja valmistelee tarjouksia, tai markkinointiagentti, joka analysoi kampanjoiden tuloksia ja ehdottaa parannuksia.<\/p><\/div>\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-d887ef8 e-flex e-con-boxed e-con e-parent\" data-id=\"d887ef8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5d0299c e-con-full e-flex e-con e-child\" data-id=\"5d0299c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e4ae381 elementor-widget elementor-widget-text-editor\" data-id=\"e4ae381\" data-element_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><style>\na {\n    text-decoration: none;\n    color: #464feb;\n}\ntr th, tr td {\n    border: 1px solid #e6e6e6;\n}\ntr th {\n    background-color: #f5f5f5;\n}\n<\/style><\/p><div><h3>Agentin \u00e4lykkyys piilee ohjeistuksessa<\/h3><p>Teko\u00e4lyagentin luominen alkaa selkeist\u00e4 ohjeista. T\u00e4ss\u00e4 m\u00e4\u00e4rit\u00e4t, mit\u00e4 agentin tulee tehd\u00e4, miten sen tulee viesti\u00e4 ja mit\u00e4 suuntaviivoja sen on noudatettava. Voit esimerkiksi m\u00e4\u00e4ritt\u00e4\u00e4, ett\u00e4 markkinointiagentti kirjoittaa aina organisaation graafisen ohjeistuksen mukaisesti tai ett\u00e4 HR-agentti vastaa ainoastaan sis\u00e4isten politiikkadokumenttien perusteella. Muotoilemalla n\u00e4m\u00e4 ohjeet huolellisesti syntyy agentti, joka on johdonmukainen, luotettava ja organisaation tarpeisiin sovitettu.<\/p><h3>Tieto tekee eron<\/h3><p>Ohjeiden lis\u00e4ksi tiedolla on ratkaiseva rooli. Agentista tulee todella arvokas vasta, kun se saa p\u00e4\u00e4syn asiaankuuluviin tietol\u00e4hteisiin, kuten dokumentteihin, oppaisiin, sis\u00e4isiin menetelmiin tai verkkosivustoihin. T\u00e4m\u00e4n ansiosta agentti voi antaa vastauksia, jotka eiv\u00e4t ole vain \u00e4lykk\u00e4it\u00e4, vaan perustuvat my\u00f6s organisaation erityisosaamiseen. Ehdotettujen kehotteiden avulla k\u00e4ytt\u00e4j\u00e4t p\u00e4\u00e4sev\u00e4t lis\u00e4ksi nopeasti vauhtiin yleisimpien kysymysten ja teht\u00e4vien parissa, jolloin agentti tarjoaa v\u00e4lit\u00f6nt\u00e4 k\u00e4yt\u00e4nn\u00f6n lis\u00e4arvoa p\u00e4ivitt\u00e4isess\u00e4 ty\u00f6ss\u00e4.<\/p><\/div>\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-fab5e9d e-con-full e-flex e-con e-child\" data-id=\"fab5e9d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-18f8812 elementor-widget elementor-widget-image\" data-id=\"18f8812\" data-element_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=\"505\" src=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-114001.png\" class=\"attachment-large size-large wp-image-8381\" alt=\"\" srcset=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-114001.png 830w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-114001-300x189.png 300w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-114001-768x485.png 768w\" 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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b1e12cb e-flex e-con-boxed e-con e-parent\" data-id=\"b1e12cb\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-404c36e elementor-widget elementor-widget-spacer\" data-id=\"404c36e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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<div class=\"elementor-element elementor-element-ac540a4 e-flex e-con-boxed e-con e-parent\" data-id=\"ac540a4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d1098c3 e-con-full e-flex e-con e-child\" data-id=\"d1098c3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2175a0c elementor-widget elementor-widget-image\" data-id=\"2175a0c\" data-element_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=\"389\" src=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-114359.png\" class=\"attachment-large size-large wp-image-8401\" alt=\"\" srcset=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-114359.png 840w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-114359-300x146.png 300w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Schermafbeelding-2026-08-19-114359-768x373.png 768w\" 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-60ca7f9 e-con-full e-flex e-con e-child\" data-id=\"60ca7f9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-57102ec elementor-widget elementor-widget-text-editor\" data-id=\"57102ec\" data-element_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<div class=\"___be36l80 fbotcpb fy77jfu f6dzj5z\"><div class=\"fai-CopilotMessage r1f6yzd6 ___1fjo9g7 f1g2tzg5 fgct6un fy77jfu f2c7lf3\" tabindex=\"0\" role=\"article\" aria-labelledby=\"copilot-message-_r_3cb_-title copilot-message-_r_3cb_\" aria-setsize=\"12\" aria-posinset=\"12\" data-tabster=\"{\"groupper\":{\"tabbability\":2},\"focusable\":{}}\"><div class=\"r17kselw\"><h3 class=\"fai-CopilotMessage__disclaimer r1a5ho4p\">Oma r\u00e4\u00e4t\u00e4l\u00f6ity teko\u00e4lyagenttisi<\/h3><\/div><div id=\"copilot-message-_r_3cb_\" class=\"fai-CopilotMessage__content r1izxv8h ___7qar2c0 fcthzvy\" dir=\"auto\"><div dir=\"auto\"><div class=\"___1vve6yh f22iagw f1vx9l62 f122n59 f3bhgqh f1mnxvew fly5x3f\"><div class=\"___j4vmuw0 f22iagw f1vx9l62 f1869bpl fly5x3f fbc6vix\"><div tabindex=\"-1\" data-testid=\"loading-message\"><div id=\"response-id_r_3c9_\" class=\"___1yop6mf f336tjw f9ijwd5 fz7g6wx fod5ikn f1s184ao\" data-testid=\"lastChatMessage\"><div class=\"___1peis63 f22iagw f1063pyq f6jr5hl f1c88k3p\"><div class=\"___4htdyp0 fz7g6wx fy77jfu\"><div class=\"___1j4t0a1 f1lmfglv f1abmfm4\" dir=\"auto\" aria-hidden=\"false\" data-testid=\"markdown-reply\" data-message-id=\"040632e8-32b4-4e2c-a65d-0d6ec0d0ac42\" data-message-type=\"Chat\"><div class=\"___nfp7g60 f22iagw f1vx9l62 fkmyikg fk15e71 f1k953kz f137keqj f1rncccw f1stllg3 f1w4kmmc f1tric3v f10dk5ic fx8cdsv f16nlwsl f1eookvz fhjrts3 fqugt2f f18d18k8 f1v1vhmp f1hdmul3 f198vjnp f2dshw1 fjpjndq fnmj2pj ffrrb40 f1mon110 fhajzam fimndk6 fxv4dng fb1rn9k f59wlhv f1xmfh30 f18yf5o5 fmr6chf fw8qy2q ff161sd f1qr7t77 f1yyogn1 foogchg fp5872b f1tpb8gf f1hdgrc8 f1vatr43 frkxccd f9pdzkb f158oiaz ft5kggy f5l4ui7 f13j03li f18xdoka f8off4e f1go6zfc f128n2ra f1jpxw2j f1lwd9n0 fy0b8hm f1g2633v fx4kvgi fkvolse f1gxrt3a f1os76ua f1js9cnw f1g87ej0 freluf8 f1yggaq6 f2i3chp f1151osp florpoh f35kzfz ftp9m57 f1e288vi fz62hnz fixvuys f1nmofwh fc1c6mv f18a2er7 fhvkrdl fhxnn68 f1oce4bo fvhlfan f7tc0t0 f1ngf1n2 ffrzq6x f1yjiq2m f1aqdgql f1huvaf f10ij78l f1k94sa4 fkmfumq f1jvzkyl f1eu24ob f1xbfc1f fmf0lwf f107dsy8 f3w566c f4648sl f13zpkng f7unjfp f8p1rz fzu6h1w f1i1bi6h f1smo7hi f1sk1xod f1kgogdq f1gjktkp ft608jz f1o9wiiv fg3xr24 fhd155k f1b8gl2e fg4b9ou flb4lo fdicbfk fgwcyh1 f1jbds0d f1fb9uea f1stuka4 fcrtu6g fwqh0xn f11w66yg f6e0e65 f1vvgu0 f1607507 fgct6un f1ec1nbe fg3fpv7 f1m9bycv f1ntoah8 f1b694rt faql4r2 fpjuhzh fmavl6h f1d9bsk fmzhlt0 f145l92p fwkyaqm f129obh1 f19la9g f127w39w fr0ux9m fxhidck f1cu4h9j f1wnbo7v f1eueg4z fy9c24f f1h2o91j f1iw08fq f19n0e5\"><p>Yksi teko\u00e4lyagenttien suurimmista eduista on se, ett\u00e4 organisaatiot voivat sovittaa ne t\u00e4ysin omiin ty\u00f6teht\u00e4viins\u00e4. Yll\u00e4 olevassa kuvassa n\u00e4kyy, miten agentille tarjotaan ehdotettuja kehotteita, jotka liittyv\u00e4t tiettyihin markkinointiteht\u00e4viin. N\u00e4in k\u00e4ytt\u00e4j\u00e4 voi suoraan luoda kampanjaideoita, kirjoituttaa LinkedIn-postauksia, tehd\u00e4 Google Ads -asetuksia, kehitt\u00e4\u00e4 sis\u00e4lt\u00f6kalentereita tai analysoida markkinointituloksia. T\u00e4m\u00e4n ansiosta ty\u00f6ntekij\u00e4n ei tarvitse antaa kattavia ohjeita joka kerta uudelleen.<\/p><p>Agentti ymm\u00e4rt\u00e4\u00e4 organisaation kontekstin ja voi ryhty\u00e4 heti toimeen yleisimpien ty\u00f6teht\u00e4vien parissa. T\u00e4m\u00e4 tekee teko\u00e4lyst\u00e4 paitsi k\u00e4ytt\u00e4j\u00e4yst\u00e4v\u00e4llisemm\u00e4n, my\u00f6s varmistaa, ett\u00e4 tietoa, ty\u00f6tapoja ja prosesseja sovelletaan johdonmukaisesti koko tiimiss\u00e4.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-a2f33b4 e-flex e-con-boxed e-con e-parent\" data-id=\"a2f33b4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1716f48 elementor-widget elementor-widget-spacer\" data-id=\"1716f48\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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<div class=\"elementor-element elementor-element-5b915878 e-flex e-con-boxed e-con e-parent\" data-id=\"5b915878\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;,&quot;shape_divider_top&quot;:&quot;waves&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-shape elementor-shape-top\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\n\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\n\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"\/>\n<\/svg>\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-97ebbb3 e-con-full e-flex e-con e-child\" data-id=\"97ebbb3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b94b218 elementor-widget elementor-widget-text-editor\" data-id=\"5b94b218\" data-element_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<div><div class=\"___be36l80 fbotcpb fy77jfu f6dzj5z\"><div class=\"fai-CopilotMessage r1f6yzd6 ___1fjo9g7 f1g2tzg5 fgct6un fy77jfu f2c7lf3\" tabindex=\"0\" role=\"article\" aria-labelledby=\"copilot-message-_r_5ov_-title copilot-message-_r_5ov_\" aria-setsize=\"34\" aria-posinset=\"34\" data-tabster=\"{\"groupper\":{\"tabbability\":2},\"focusable\":{}}\"><div class=\"r17kselw\"><div class=\"fai-CopilotMessage__disclaimer r1a5ho4p\"> <\/div><\/div><div id=\"copilot-message-_r_5ov_\" class=\"fai-CopilotMessage__content r1izxv8h ___7qar2c0 fcthzvy\" dir=\"auto\"><div><div dir=\"auto\"><div class=\"___1vve6yh f22iagw f1vx9l62 f122n59 f3bhgqh f1mnxvew fly5x3f\"><div class=\"___j4vmuw0 f22iagw f1vx9l62 f1869bpl fly5x3f fbc6vix\"><div tabindex=\"-1\" data-testid=\"loading-message\"><div><div><div id=\"response-id_r_5ot_\" class=\"___1yop6mf f336tjw f9ijwd5 fz7g6wx fod5ikn f1s184ao\" data-testid=\"lastChatMessage\"><div class=\"___1peis63 f22iagw f1063pyq f6jr5hl f1c88k3p\"><div class=\"___4htdyp0 fz7g6wx fy77jfu\"><div class=\"___1j4t0a1 f1lmfglv f1abmfm4\" dir=\"auto\" aria-hidden=\"false\" data-testid=\"markdown-reply\" data-message-id=\"a785d670-35f0-4b19-9afd-741f67a997fc\" data-message-type=\"Chat\"><div class=\"___nfp7g60 f22iagw f1vx9l62 fkmyikg fk15e71 f1k953kz f137keqj f1rncccw f1stllg3 f1w4kmmc f1tric3v f10dk5ic fx8cdsv f16nlwsl f1eookvz fhjrts3 fqugt2f f18d18k8 f1v1vhmp f1hdmul3 f198vjnp f2dshw1 fjpjndq fnmj2pj ffrrb40 f1mon110 fhajzam fimndk6 fxv4dng fb1rn9k f59wlhv f1xmfh30 f18yf5o5 fmr6chf fw8qy2q ff161sd f1qr7t77 f1yyogn1 foogchg fp5872b f1tpb8gf f1hdgrc8 f1vatr43 frkxccd f9pdzkb f158oiaz ft5kggy f5l4ui7 f13j03li f18xdoka f8off4e f1go6zfc f128n2ra f1jpxw2j f1lwd9n0 fy0b8hm f1g2633v fx4kvgi fkvolse f1gxrt3a f1os76ua f1js9cnw f1g87ej0 freluf8 f1yggaq6 f2i3chp f1151osp florpoh f35kzfz ftp9m57 f1e288vi fz62hnz fixvuys f1nmofwh fc1c6mv f18a2er7 fhvkrdl fhxnn68 f1oce4bo fvhlfan f7tc0t0 f1ngf1n2 ffrzq6x f1yjiq2m f1aqdgql f1huvaf f10ij78l f1k94sa4 fkmfumq f1jvzkyl f1eu24ob f1xbfc1f fmf0lwf f107dsy8 f3w566c f4648sl f13zpkng f7unjfp f8p1rz fzu6h1w f1i1bi6h f1smo7hi f1sk1xod f1kgogdq f1gjktkp ft608jz f1o9wiiv fg3xr24 fhd155k f1b8gl2e fg4b9ou flb4lo fdicbfk fgwcyh1 f1jbds0d f1fb9uea f1stuka4 fcrtu6g fwqh0xn f11w66yg f6e0e65 f1vvgu0 f1607507 fgct6un f1ec1nbe fg3fpv7 f1m9bycv f1ntoah8 f1b694rt faql4r2 fpjuhzh fmavl6h f1d9bsk fmzhlt0 f145l92p fwkyaqm f129obh1 f19la9g f127w39w fr0ux9m fxhidck f1cu4h9j f1wnbo7v f1eueg4z fy9c24f f1h2o91j f1iw08fq f19n0e5\"><h2><span style=\"color: #ffffff;\">Oletko valmis seuraavaan askeleeseen teko\u00e4lyn parissa?<\/span><\/h2><p><span style=\"color: #ffffff;\">Teko\u00e4lyagentit osoittavat, ett\u00e4 teko\u00e4ly on kehittym\u00e4ss\u00e4 \u00e4lykk\u00e4\u00e4st\u00e4 avustajasta aktiiviseksi digitaaliseksi kollegaksi. Automatisoimalla teht\u00e4vi\u00e4, tukemalla prosesseja ja tuomalla yhteen tietoa eri j\u00e4rjestelmist\u00e4 teko\u00e4lyagentit tarjoavat organisaatioille uusia mahdollisuuksia ty\u00f6skennell\u00e4 tehokkaammin ja fiksummin.<\/span><\/p><p><span style=\"color: #ffffff;\">Mietitytt\u00e4\u00e4k\u00f6, mit\u00e4 teko\u00e4lyagentit voisivat tarkoittaa sinun organisaatiollesi? Ota yhteytt\u00e4 meihin ja selvit\u00e4, miten voit hy\u00f6dynt\u00e4\u00e4 teko\u00e4ly\u00e4 prosessien optimointiin, ty\u00f6ntekij\u00f6iden tukemiseen ja teknologian hy\u00f6tyjen maksimointiin.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\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-40ebcf0e elementor-mobile-align-center elementor-button-info elementor-widget elementor-widget-button\" data-id=\"40ebcf0e\" data-element_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-md\" href=\"https:\/\/hello-ai.eu\/fi\/ota-yhteytta\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Ota yhteytt\u00e4 meihin<\/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<div class=\"elementor-element elementor-element-6e477c6a e-con-full e-flex e-con e-child\" data-id=\"6e477c6a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe2d866 elementor-widget elementor-widget-image\" data-id=\"fe2d866\" data-element_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=\"447\" src=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/CTA-Banner-blog.jpg\" class=\"attachment-large size-large wp-image-8167\" alt=\"\" srcset=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/CTA-Banner-blog.jpg 1024w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/CTA-Banner-blog-300x168.jpg 300w, https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/CTA-Banner-blog-768x429.jpg 768w\" 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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel Teko\u00e4ly kehittyy huimaa vauhtia. Kun yritykset ovat viime vuosina tutustuneet p\u00e4\u00e4asiassa ChatGPT:n ja Microsoft Copilotin kaltaisiin chatbotteihin, on nyt nousemassa uusi teko\u00e4lysukupolvi: teko\u00e4lyagentit. N\u00e4m\u00e4 \u00e4lykk\u00e4\u00e4t digitaaliset avustajat eiv\u00e4t ainoastaan vastaa kysymyksiin, vaan ne voivat my\u00f6s suorittaa teht\u00e4vi\u00e4 itsen\u00e4isesti, tehd\u00e4 p\u00e4\u00e4t\u00f6ksi\u00e4 ja toimia yhdess\u00e4 muiden j\u00e4rjestelmien kanssa. Monille organisaatioille t\u00e4m\u00e4 tarkoittaa perustavanlaatuista [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":8411,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[103],"tags":[],"class_list":["post-8555","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-uutiset"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel - Hello AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel - Hello AI\" \/>\n<meta property=\"og:description\" content=\"Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel Teko\u00e4ly kehittyy huimaa vauhtia. Kun yritykset ovat viime vuosina tutustuneet p\u00e4\u00e4asiassa ChatGPT:n ja Microsoft Copilotin kaltaisiin chatbotteihin, on nyt nousemassa uusi teko\u00e4lysukupolvi: teko\u00e4lyagentit. N\u00e4m\u00e4 \u00e4lykk\u00e4\u00e4t digitaaliset avustajat eiv\u00e4t ainoastaan vastaa kysymyksiin, vaan ne voivat my\u00f6s suorittaa teht\u00e4vi\u00e4 itsen\u00e4isesti, tehd\u00e4 p\u00e4\u00e4t\u00f6ksi\u00e4 ja toimia yhdess\u00e4 muiden j\u00e4rjestelmien kanssa. Monille organisaatioille t\u00e4m\u00e4 tarkoittaa perustavanlaatuista [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/\" \/>\n<meta property=\"og:site_name\" content=\"Hello AI\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-19T09:13:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-21T13:23:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"AI Redactie\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Kirjoittanut\" \/>\n\t<meta name=\"twitter:data1\" content=\"AI Redactie\" \/>\n\t<meta name=\"twitter:label2\" content=\"Arvioitu lukuaika\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minuuttia\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/\"},\"author\":{\"name\":\"AI Redactie\",\"@id\":\"https:\/\/hello-ai.eu\/fi\/#\/schema\/person\/30af4289518e6c1cdd522b99d72a74fb\"},\"headline\":\"Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel\",\"datePublished\":\"2026-08-19T09:13:09+00:00\",\"dateModified\":\"2026-08-21T13:23:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/\"},\"wordCount\":834,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/hello-ai.eu\/fi\/#organization\"},\"image\":{\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6.png\",\"articleSection\":[\"AI uutiset\"],\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/\",\"url\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/\",\"name\":\"Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel - Hello AI\",\"isPartOf\":{\"@id\":\"https:\/\/hello-ai.eu\/fi\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6.png\",\"datePublished\":\"2026-08-19T09:13:09+00:00\",\"dateModified\":\"2026-08-21T13:23:53+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/#breadcrumb\"},\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/#primaryimage\",\"url\":\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6.png\",\"contentUrl\":\"https:\/\/hello-ai.eu\/wp-content\/uploads\/2026\/08\/Designer-6.png\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/hello-ai.eu\/fi\/tekoalyagentit-tekoalyn-seuraava-askel\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/hello-ai.eu\/fi\/etusivu\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Teko\u00e4lyagentit: teko\u00e4lyn seuraava askel\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/hello-ai.eu\/fi\/#website\",\"url\":\"https:\/\/hello-ai.eu\/fi\/\",\"name\":\"Hello AI\",\"description\":\"AI technology &amp; 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