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Vastaus on kolmessa järjestelmässä, jotka eivät ole koskaan vaihtaneet keskenään yhtäkään datapistettä. Vielä vähän aikaa sitten sen selvittäminen vaati kolme osastoa, kaksi viikkoa ja aimo annoksen hyvää tahtoa. Vuoden 2026 alusta tekoäly pystyy vastaamaan tähän kysymykseen minuuteissa: käymään datan läpi, luomaan yhteyksiä, tuottamaan suosituksen. Edellyttäen, että sillä on pääsy.",[532,536,537],{},"Mallit ovat valmiita. Ne toimivat, suorittavat tehtäviä useiden askelten ja järjestelmärajojen yli, valmistelevat päätöksiä, käynnistävät työnkulkuja. Moni yritys on saanut tästä ensimmäisen vaikutelman Copilotin kautta, mutta Copilot tuntee M365-universumin: postit, dokumentit, kalenterin. Jos tekoäly halutaan valjastaa siihen dataan, joka kantaa varsinaista liiketoimintaa, eli ERP:iin, CRM:ään, IoT:hen ja tuotantojärjestelmiin, tarvitaan toisenlainen perusta.",[532,539,540],{},"Tämä perusta koostuu kolmesta osasta. Olemme rakentaneet jokaisen niistä Managed Servicenä, jokainen menee tuotantoon kolmessa tai neljässä viikossa, ja yhdessä ne muodostavat alustan, jolla tekoäly pystyy tekemään aitoa työtä.",[542,543,545],"h2",{"id":544},"ensiksi-dataa-joka-on-kysymisen-arvoista","Ensiksi: dataa, joka on kysymisen arvoista",[532,547,548],{},"Takaisin niihin 14 000 SKU:hun. Tuotantodata on ERP:issä, myyntiluvut CRM:ssä, ja jossain siinä välissä yksi ainoa ihminen ylläpitää taulukkoa, joka sattuu olemaan ainoa lähde liiketoimintakriittiselle KPI:lle. Tämä ei ole erikoistapaus. Tämä on sääntö. Ja niin kauan kuin tämä data on erillisissä järjestelmissä, tekoälyllä ei ole yhtenäistä näkymää liiketoimintaan.",[532,550,551],{},"Lakehouse-arkkitehtuuri ratkaisee tämän kolmessa kerroksessa: raakadata lähdejärjestelmistä (Bronze), kuratoidut ja validoidut tietojoukot (Silver), business-aggregaatit, jotka valuvat suoraan analytiikka- tai tekoälyputkiin (Gold). Ajetaanko tämä Databricksin vai Fabricin päällä, riippuu vaatimuksista. Molemmat toimivat. Näiden hybridi myös.",[532,553,554,560],{},[555,556,557],"a",{"href":207},[558,559,206],"strong",{}," on tähän tarkoitettu Managed Servicemme. Se integroi datan ERP:istä, CRM:stä, IoT:sta ja muista lähdejärjestelmistä yhdeksi ainoaksi alustaksi, kokonaan Infrastructure as Codena määriteltynä, automaattisella drift detectionilla, läpileikkaavalla data governancella Unity Catalogin tai Purviewin kautta ja roolipohjaisella pääsyllä niin business-käyttäjille, analyytikoille kuin data engineereille. Käytännön seuraus: yritys, jolla on tämä perusta, voi ensimmäistä kertaa esittää kysymyksiä, joihin ei aiemmin ollut vastausta, ei siksi ettei olisi haluttu, vaan siksi että data kyllä oli olemassa mutta sitä ei ollut koskaan yhdistetty.",[542,562,564],{"id":563},"toiseksi-paikka-jossa-workloadit-todella-ajetaan","Toiseksi: paikka, jossa workloadit todella ajetaan",[532,566,567],{},"Datan omistaminen on yksi asia. Sillä tekeminen jotain, mikä menee kertaluontoista kyselyä pidemmälle, on toinen. Tekoälysovellukset, automatisoitu business-logiikka, pitkään ajettavat jobit: kaikki, mikä käyttää yritysdataa itsenäisesti ja toistuvasti, tarvitsee ajoympäristön, jota voi kontrolloida. Tämä ympäristö koostuu, olipa se niin suunniteltu tai ei, konteista.",[532,569,570,574],{},[555,571,572],{"href":212},[558,573,211],{}," tarjoaa tämän kehyksen: standardoidun konttialustan Azure Container Appsin tai Azure Kubernetes Servicen pohjalta, workloadin mukaan. Yhtenäiset verkkoyhteydet, keskitetty todennus Entra ID:n kautta Managed Identityillä, läpileikkaava valvonta. Kaikki hallinnoituna Terraformin ja GitHubin kautta, kaikki toistettavissa.",[532,576,577],{},"Mitä tämä mahdollistaa: sen sijaan että jokainen tiimi pystyttäisi oman klusterinsa ja määrittelisi omat sääntönsä, on olemassa yhteinen kehys, jossa workloadit eivät vain aja vaan pysyvät hallittavina. Se on edellytys sille, että niille voi antaa autonomiaa.",[542,579,581],{"id":580},"kolmanneksi-paikka-jossa-malleista-tulee-agentteja","Kolmanneksi: paikka, jossa malleista tulee agentteja",[532,583,584],{},"Malli ei ole vielä agentti. Kielimallin ja sellaisen välissä, joka kirjaa tilauksia luotettavasti, tarkastaa laskuja tai eskaloi palvelutapauksia, on paljon epänäyttävää työtä: mikä malli, mitkä työkalut, mitkä tietolähteet, mitkä suojakaiteet, ja mitä tapahtuu, kun agentti menee metsään. Tämän työn on tapahduttava jossakin, jäljitettävästi ja toistettavasti, ei notebookissa yhden ainoan ihmisen kannettavalla.",[532,586,587,591],{},[555,588,589],{"href":198},[558,590,197],{}," on Managed Servicemme tälle kerrokselle, rakennettuna Microsoft Foundryn (aiemmin Azure AI Foundry) päälle: mallikatalogi, agenttien orkestrointi, liittymät työkaluihin ja tietolähteisiin, evaluointi ja observability yhdessä paikassa. Täällä rakennettu agentti käyttää dataa ja workloadeja samojen Entra-identiteettien kautta kuin muu ympäristö, ajaa niitä suojakaiteita vasten, jotka on määritelty, ja jättää jäljen, joka on tarkastettavissa.",[532,593,594],{},"Toimitamme sen koodina määriteltynä, roolipohjaisella pääsyllä, sisältösuodattimilla ja verkkorajoilla, jotka eivät ole neuvottelun asia, ja käyttöönottopolulla, joka vie agentin kehityksestä tuotantoon ilman että kukaan säätää ruuveja käsin. Vasta sen myötä agentti lakkaa olemasta prototyyppi ja muuttuu joksikin, mitä yritys pystyy todella ylläpitämään.",[542,596,598],{"id":597},"the-holy-trinity","The Holy Trinity",[532,600,601],{},"Kolme rakennuspalikkaa, jokainen tuotannossa kolmessa tai neljässä viikossa, jokainen yksinään käyttöönotettavissa, yhdessä alusta, jolla tekoäly saapuu sinne, missä yrityksessä todella syntyy arvoa.",[532,603,604],{},"Azure Data Foundation hankkii tekoälylle pääsyn siihen dataan, joka kuvaa liiketoimintaa. Azure Container Foundation antaa sen workloadeille paikan, jossa ne voivat ajaa, pysyvästi ja kontrolloidusti. Ja AI Foundation on se paikka, jossa tästä datasta ja näistä workloadeista tulee agentti, jonka voi rakentaa, tarkastaa ja ottaa ajoon.",[532,606,607],{},"Kun kaikki kolme asettaa yhteen, syntyy maaperä, jolla tekoäly lakkaa tiivistämästä ja alkaa tehdä työtä.",{"title":609,"searchDepth":610,"depth":610,"links":611},"",2,[612,613,614,615],{"id":544,"depth":610,"text":545},{"id":563,"depth":610,"text":564},{"id":580,"depth":610,"text":581},{"id":597,"depth":610,"text":598},"md","post",{"lang":619,"seoTitle":521,"titleClass":620,"date":621,"categories":622,"blogtitlepic":623,"socialimg":624,"keywords":625,"contactInContent":626,"published":325,"scripts":689},"fi","h2-font-size","2026-07-06",[131],"head-the-holy-trinity","https://res.cloudinary.com/c4a8/image/upload/blog/heads/head-the-holy-trinity.png","Yritystason tekoälyinfrastruktuuri, Azure Data Foundation, Azure Container Foundation, Azure AI Foundation, AI Foundation, Microsoft Foundry, Azure AI Foundry, tekoälyagentit yrityksissä, Agent Identity, Azure Lakehouse -arkkitehtuuri, Databricks Microsoft Fabric, Managed Azure Services, Entra ID Managed Identity, tekoälyagenttien orkestrointi, Infrastructure as Code Azure",{"quote":325,"infos":627},{"bgColor":628,"color":629,"boxBgColor":491,"boxColor":629,"headline":630,"subline":631,"level":542,"textStyling":632,"flush":633,"person":634,"form":649},"var(--color-gk-dark-blue)","var(--color-gk-white)","Ota yhteyttä","Haluatteko saada tekoälyn tuottavaksi omassa stackissanne ja pohditte, minkä kolmesta Foundationista on kannettava teillä ensimmäisenä? Ottakaa yhteyttä, niin katsomme yhdessä teidän kanssanne, missä olette tänään ja mikä on järkevä seuraava askel.","text-light","justify-content-end",{"image":635,"cloudinary":325,"alt":636,"name":636,"quotee":636,"quoteeTitle":637,"quote":638,"detailsHeader":639,"details":640},"/people/people-florian-stoeckl.jpg","Florian Stöckl","Head of Azure","Mallit ovat olleet valmiita jo pitkään. Tekoälyhankkeet eivät kaadu juuri koskaan malliin vaan sen alla olevaan perustaan: dataan, joka ei virtaa yhteen, workloadeihin ilman kontrolloitua ajoaikaa, agentteihin, jotka eivät koskaan pääse prototyyppiä pidemmälle. 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Kun käyttäjä on se exploit, ja miten te pysäytätte sen",[702,722],{"lang":619,"date":1056,"categories":1074,"blogtitlepic":1075,"customExcerpt":1076},[1058],"head-clickfix.jpg","ClickFix tekee käyttäjästä oman hyökkääjänsä: väärennetty CAPTCHA, yksi copy-paste, ja haittakoodi ajaa muistissa ilman että mitään päätyy levylle. Miten Microsoft Defender tunnistaa hyökkäyksen, missä tunnistus tulee rajoilleen ja miten te suljette aukon RunMRU-huntilla ja neljällä suojauslayerilla.","/posts/2026-09-21-clickfix-prevent-detect","posts/2026-09-21-clickfix-prevent-detect",[1080,1081,1082],"Defender","SOC","Endpoint Security",{"id":1084,"title":1085,"author":1086,"cta":494,"description":609,"hideInRecent":484,"layout":617,"meta":1087,"moment":1056,"path":1091,"stem":1092,"tags":1093,"webcast":484},"content_fi/posts/2026-09-21-red-tenant-dark-tenant-cio.md","Admin ja arki samalla koneella? Game Over.",[863],{"lang":619,"date":1056,"categories":1088,"blogtitlepic":1089,"customExcerpt":1090},[1058],"head-game-over-en.jpg","Miksi yksi tenant ei riitä CIO:lle, ja miksi toista harvoin ajatellaan mukaan. Managed Red Tenant erottaa hallinnollisen työn arkkitehtonisesti toimistoympäristöstä, Managed Dark Tenant pitää yrityksen toimintakykyisenä silloinkin, kun puolustus kaatuu. Mitä se tarkoittaa toimintamallille, SOC-signaalille ja NISG 2026:n näyttövelvollisuuksille.","/posts/2026-09-21-red-tenant-dark-tenant-cio","posts/2026-09-21-red-tenant-dark-tenant-cio",[1058,1094,1095,1096],"Privileged Access","Zero Trust","NIS2",{"id":1098,"title":1099,"author":1100,"cta":494,"description":1101,"hideInRecent":484,"layout":617,"meta":1102,"moment":1103,"path":1108,"stem":1109,"tags":1110,"webcast":484},"content_fi/posts/2026-08-08-isg-germany-2026.md","Neljä kertaa Leader. glueckkanja ISG-tutkimuksessa Saksa 2026",[523],"ISG nimesi tutkimuksensa tänä vuonna uudelleen. Microsoft Cloud Ecosystemistä tuli Microsoft AI and Cloud Ecosystem, ja nimen mukana mittapuu on siirtynyt: arvioitavana ei ole enää se, kuka ottaa Microsoft-alustat käyttöön, vaan se, kuka ylläpitää Copilotia, agentteja ja tekoälyworkloadeja hallittavasti. Asemaamme uusi mittapuu ei muuttanut. ISG Provider Lens® -tutkimus Saksa 2026 asemoi meidät Leaderiksi neljässä kvadrantissa: Microsoft Productivity and Business Process Services ja Azure Managed Services, kummassakin Large Market ja Mid Market. Vuosien 2021, 2023, 2024 ja 2025 jälkeen tämä on viides Leader-luokitus Saksassa, Sveitsissä hyppy Leader-kvadranttiin tapahtui kaksi viikkoa aiemmin.",{"lang":619,"date":1103,"categories":1104,"blogtitlepic":1106,"customExcerpt":1107},"2026-08-08",[1105],"Corporate","head-isg-de-2026.png","ISG Provider Lens® -tutkimus 2026 asemoi glueckkanjan Saksassa Leaderiksi neljässä kvadrantissa: Microsoft Productivity and Business Process Services ja Azure Managed Services, kummassakin Large ja Mid Market. Tutkimuksen nimi on nyt Microsoft AI and Cloud Ecosystem, ja mittapuu on siirtynyt: arvioidaan, kuka ylläpitää tekoäly- ja agenttiworkloadeja hallittavasti.","/posts/2026-08-08-isg-germany-2026","posts/2026-08-08-isg-germany-2026",[1111,1112],"Award","ISG",{"id":1114,"title":1115,"author":1116,"cta":494,"description":1117,"hideInRecent":484,"layout":617,"meta":1118,"moment":1119,"path":1123,"stem":1124,"tags":1125,"webcast":484},"content_fi/posts/2026-07-31-isg-switzerland-2026.md","Rising Starista Leaderiksi. glueckkanja ISG-tutkimuksessa Sveitsi 2026",[523],"Vuonna 2024 perustimme glueckkanja Switzerland AG:n ja otimme käyttöön toimiston zentroomissa osoitteessa Bahnhofplatz 10b Bernissä. Vuonna 2025 ISG luokitteli meidät Sveitsin markkinassa Rising Stariksi, toimittajaksi, jonka analyytikot uskovat hyppäävän Leader-kvadranttiin. Nyt hyppy on dokumentoitu: ISG Provider Lens® -tutkimus 2026 asemoi meidät Sveitsissä Leaderiksi kvadrantissa Microsoft AI and Cloud Ecosystem, alueilla Azure Managed Services ja Microsoft Productivity and Business Process Services.",{"lang":619,"date":1119,"categories":1120,"blogtitlepic":1121,"customExcerpt":1122},"2026-07-31",[1105],"head-isg-ch-2026.png","ISG Provider Lens® -tutkimus 2026 asemoi glueckkanjan Sveitsissä Leaderiksi kvadrantissa Microsoft AI and Cloud Ecosystem, alueilla Azure Managed Services ja Microsoft Productivity and Business Process Services. Kaksi vuotta Bernin markkinoilletulon jälkeen, vuosi Rising Star -tunnustuksen jälkeen.","/posts/2026-07-31-isg-switzerland-2026","posts/2026-07-31-isg-switzerland-2026",[1111,1112],{"id":1127,"title":1128,"author":1129,"cta":494,"description":609,"hideInRecent":484,"layout":617,"meta":1130,"moment":1131,"path":1135,"stem":1136,"tags":1137,"webcast":484},"content_fi/posts/2026-07-24-outbreak-openai-hugging-face.md","Outbreak. Mitä OpenAI/Hugging-Face-tapaus paljastaa ja mitä ei",[863],{"lang":619,"date":1131,"categories":1132,"blogtitlepic":1133,"customExcerpt":1134},"2026-07-24",[1058],"head-outbreak.jpg","AI-agentti murtautuu ulos testiympäristöstään, löytää nollapäivähaavoittuvuuden ja hakkeroi toisen yrityksen. Kuulostaa käsikirjoitukselta, mutta tapahtui todella heinäkuussa 2026. Aika asettaa asia raittiiseen kehykseen: hieman psykologiaa, kaksi tietoturvaveteraania ja kysymys siitä, mitä tämä merkitsee teidän puolustuksellenne.","/posts/2026-07-24-outbreak-openai-hugging-face","posts/2026-07-24-outbreak-openai-hugging-face",[694,1081,1095],{"id":1139,"title":1140,"author":1141,"cta":494,"description":1142,"hideInRecent":484,"layout":617,"meta":1143,"moment":1144,"path":1148,"stem":1149,"tags":1150,"webcast":484},"content_fi/posts/2026-07-22-isg-cybersecurity-2026.md","Leader ja Rising Star. glueckkanja ISG:n Cybersecurity-tutkimuksessa 2026",[523],"Uutena kvadrantissa ja heti Leader: ISG Provider Lens® -tutkimus \"Cybersecurity – Services and Solutions 2026\" asemoi glueckkanjan Leaderiksi Next-Gen SOC/MDR Services -alueella Saksan keskisuurten yritysten markkinassa. Next-Gen SOC/MDR Services -kokonaismarkkinassa ISG palkitsee meidät Rising Starina, eli toimittajana, jonka analyytikot uskovat hyppäävän Leader-kvadranttiin seuraavien 12–24 kuukauden aikana.",{"lang":619,"date":1144,"categories":1145,"blogtitlepic":1146,"customExcerpt":1147},"2026-07-22",[1105],"head-isg-cybersecurity-2026.png","ISG Provider Lens® -tutkimus Cybersecurity 2026 palkitsee glueckkanjan Leaderina kvadrantissa Next-Gen SOC/MDR Services (Midmarket). Next-Gen SOC/MDR Services -kokonaismarkkinassa olemme Rising Star. ISG toteaa meille keskimääräistä paremman kasvun, syvän Microsoft-tietoturvaosaamisen ja 24/7-SOC:n Saksasta.","/posts/2026-07-22-isg-cybersecurity-2026","posts/2026-07-22-isg-cybersecurity-2026",[1111,1112,1058],{"id":520,"title":521,"author":1152,"cta":494,"description":534,"hideInRecent":484,"layout":617,"meta":1153,"moment":621,"path":690,"stem":692,"tags":1155,"webcast":484},[523],{"lang":619,"date":621,"categories":1154,"blogtitlepic":623},[131],[694,131],{"id":1157,"title":1158,"author":1159,"cta":494,"description":1160,"hideInRecent":484,"layout":617,"meta":1161,"moment":1162,"path":1166,"stem":1167,"tags":1168,"webcast":484},"content_fi/posts/2026-07-01-onboarding-process.md","Sopimus allekirjoitettu: näin perehdytyksesi meillä etenee",[979],"Miten teidän perehdytyksenne oikeastaan etenee? Kysymys, joka tulee vastaan yhä uudelleen keskusteluissa hakijoiden kanssa, sillä moni on jo kerran kokenut takkuisen perehdytyksen. Sitäkin tärkeämpää meille on antaa sinulle hyvä tunne alusta alkaen.",{"lang":619,"date":1162,"categories":1163,"blogtitlepic":1164,"customExcerpt":1165},"2026-07-01",[1105],"Onboarding_Blogheader","Sopimus on allekirjoitettu, ensimmäinen suuri askel on otettu. Mutta miten tästä eteenpäin? Otamme sinut mukaan kulissien taakse perehdytykseemme, PreBoardingista ensimmäiseen viikkoon tiimissä.","/posts/2026-07-01-onboarding-process","posts/2026-07-01-onboarding-process",[1169,1170,1171],"Employer Branding","Onboarding","Unternehmenskultur",{"id":1173,"title":1174,"author":1175,"cta":494,"description":1176,"hideInRecent":484,"layout":617,"meta":1177,"moment":1178,"path":1182,"stem":1183,"tags":1184,"webcast":484},"content_fi/posts/2026-06-26-frontier-partner.md","Microsoft Frontier Partner: kuulumme joukkoon",[523],"Microsoftin kumppaniekosysteemissä on koko joukko tunnustuksia, ja silti Frontier Partner -merkki erottuu rakenteeltaan muista palkinnoista. Sitä ei voi hakea, vaan Microsoft myöntää sen omasta aloitteestaan pienelle joukolle kumppaneita, joiden on vakuutettava useammalla osa-alueella rinnakkain sen sijaan, että loistaisivat vain yhdellä. Microsoft arvioi tässä osoitettua osaamista Cloud & AI Platforms-, AI Business Solutions- ja Security-alueilla yhtä lailla ja puhuttelee näin yrityksiä, jotka eivät ymmärrä tekoälyä olemassa olevan IT:n päälle liimattuna lisänä vaan yhtenäisen arkkitehtuurin tuloksena, joka kantaa identiteetistä päätelaitteen kautta tuotannolliseen tekoälykäyttöön asti.",{"lang":619,"date":1178,"categories":1179,"blogtitlepic":1180,"customExcerpt":1181},"2026-06-26",[1105],"head-frontier-partner-badge.jpg","Microsoft AI Cloud Partner Program -ohjelmaan on hiljattain tullut uusi huipputunnustus, Frontier Partner -merkki. Microsoft myöntää sen ainoastaan pienelle joukolle kumppaneita maailmanlaajuisesti, jotka toimittavat tekoälyprojekteja kestävästi koko Microsoft-stackin läpi, työpaikasta pilvialustaan ja tietoturvaan sekä itse tekoälysovellukseen asti, ja jotka ovat osoittaneet tämän käytännössä. DACH-alueella tähän joukkoon kuuluu vain kourallinen yrityksiä, ja me olemme yksi niistä.","/posts/2026-06-26-frontier-partner","posts/2026-06-26-frontier-partner",[1111,1185,694],"Microsoft Partner",{"id":1187,"title":1188,"author":1189,"cta":494,"description":1190,"hideInRecent":484,"layout":617,"meta":1191,"moment":1192,"path":1196,"stem":1197,"tags":1198,"webcast":484},"content_fi/posts/2026-06-09-vair-run.md","160 kilometriä hyvän asian puolesta",[986],"Sunnuntaiaamu, klo 8:30, Holbeinsteg Main-joen varrella. Yksitoista kollegaa yhtenäisissä NinjaCat-paidoissa, valmiina Frankfurter Runden -tapahtumaan. Sateen, salamoiden ja ukkosen kera. Hyvän asian puolesta juokseminen oli riittävä motivaatio nyöritä juoksukengät huonosta säästä huolimatta.",{"lang":619,"date":1192,"categories":1193,"blogtitlepic":1194,"customExcerpt":1195},"2026-06-08",[1105],"frankfurter-runden.png","Yksitoista kollegaa, 16 kierrosta, 160 kilometriä, ukkosmyrsky ja palkintopallisija: glueckkanja osallistui Frankfurter Runden 2026 -tapahtumaan ja lahjoitti jokaisesta juostusta kierroksesta VAIR e.V.:lle, joka rakentaa Offenbachiin inklusiivista liikunta- ja kulttuuripuistoa.","/posts/2026-06-09-vair-run","posts/2026-06-09-vair-run",[1199,1169,1200],"Top Arbeitgeber","Soziales Engagement",{"id":1202,"title":1203,"author":1204,"cta":494,"description":1205,"hideInRecent":484,"layout":617,"meta":1206,"moment":1207,"path":1211,"stem":1212,"tags":1213,"webcast":484},"content_fi/posts/2026-04-10-incident-to-intelligence.md","Tuntemattoman AMOS Stealerin anatomia: alertista immuniteettiin tunneissa",[967],"Kun SOC:ssamme laukeaa alert, kello alkaa käydä: ei vain kyseiselle asiakkaalle vaan kaikille organisaatioille suojamme alla. Vaarallisin hetki nykyaikaisessa uhkaympäristössä on Intelligence Gap, se aikaikkuna uuden haittaohjelmavariantin ensimmäisen käytön ja sen päivän välillä, jona ala saa siitä tiedon.",{"lang":619,"date":1207,"categories":1208,"blogtitlepic":1209,"customExcerpt":1210},"2026-04-10",[1058],"head-amos-stealer.png","Tähän asti dokumentoimaton AMOS-stealerin variantti kompromentoi macOS-endpointin. Ei tunnettuja hasheja, ei C2-tietoja julkisissa tietokannoissa. SOC:mme purki kuusi obfuskointikerrosta, poimi kaikki indikaattorit ja jakoi suojauksen kaikille SOC-asiakkaille tunneissa, jo ennen kuin ala oli edes nähnyt samplea.","/posts/2026-04-10-incident-to-intelligence","posts/2026-04-10-incident-to-intelligence",[1214,1215,1216,1217,1218],"Threat Intelligence","Incident Response","macOS Security","Malware Analysis","Cyber Security Operations Center",{"id":1220,"title":1221,"author":1222,"cta":494,"description":1223,"hideInRecent":484,"layout":617,"meta":1224,"moment":1225,"path":1228,"stem":1229,"tags":494,"webcast":484},"content_fi/posts/2026-03-21-microsoft-edge-corporate-browser.md","Miksi Edgen pitäisi olla ainoa Corporate Browserinne",[759],"Selaimen valinta on yritysympäristöissä strateginen päätös: se vaikuttaa suoraan siihen, kuinka paljon turvallisuutta ja hallintatyötä teillä todellisuudessa on. Google Chrome oli pitkään ilmeinen valinta, mutta Microsoft Edge on kehittynyt selaimeksi, joka kytkeytyy suoraan olemassa olevaan stackiin, etenkin kun Microsoft 365 on käytössä ja hallinta hoidetaan Intunen kautta.",{"lang":619,"date":1225,"blogtitlepic":1226,"customExcerpt":1227},"2026-03-21","head-microsoft-edge-default-browser.jpg","Mikään yritys ei ole oikeasti valinnut Chromea; se oli vain siellä, omalla synkronointilogiikallaan, omalla tilinhallinnallaan, omalla käytäntöjen käyttöliittymällään. Microsoft Edge sen sijaan kytkeytyy suoraan infrastruktuuriin, joka on jo muutenkin käytössä: Entra ID, Intune, Defender. Tämä artikkeli näyttää, miltä vaihto näyttää, miten Chrome uudelleenohjataan Intune-käytännöllä laskeutumissivulle ja mikä jää pois, kun lakkaa käyttämästä kahta selainta rinnakkain.","/posts/2026-03-21-microsoft-edge-corporate-browser","posts/2026-03-21-microsoft-edge-corporate-browser",{"id":1231,"title":1232,"author":1233,"cta":494,"description":1234,"hideInRecent":484,"layout":617,"meta":1235,"moment":1236,"path":1240,"stem":1241,"tags":1242,"webcast":484},"content_fi/posts/2026-03-20-stryker-attack-intune-privilege.md","Yksi admin-tili oli kaikki, mitä siihen tarvittiin.",[863],"Keskiviikko 11. maaliskuuta 2026. Stryker-toimistojen työntekijät 79 maassa käynnistivät tietokoneensa ja löysivät ne tyhjinä. Kirjautumisnäytöt korvattuina logolla. Yrityksen kannettavat, työpuhelimet, yksityiset laitteet, jotka oli rekisteröity yrityksen BYOD-ohjelmaan – kaikki pyyhitty yhtä aikaa, yhden yön aikana. Ei kiristysohjelmaa, ei haittaohjelmasignatuureja, ei mitään, minkä päätelaitteiden suojaustyökalu olisi voinut havaita.",{"lang":619,"date":1236,"categories":1237,"blogtitlepic":1238,"customExcerpt":1239},"2026-03-20",[1058],"head-stryker.jpg","11. maaliskuuta 2026 Handala pyyhki laitteita 79 maassa, ja siihen tarvittiin vain yksi kaapattu Intunen admin-tili. Ei haittaohjelmia, ei exploittia, pelkkiä laillisia hallintatyökaluja käännettynä niiden omistajia vastaan. Mitä tapahtui, miksi se toimi ja mitkä kaksi arkkitehtuurin aukkoa on suljettava.","/posts/2026-03-20-stryker-attack-intune-privilege","posts/2026-03-20-stryker-attack-intune-privilege",[71,1094,1095],{"id":1244,"title":1245,"author":1246,"cta":494,"description":1247,"hideInRecent":484,"layout":617,"meta":1248,"moment":1249,"path":1253,"stem":1254,"tags":1255,"webcast":484},"content_fi/posts/2026-03-16-ai-agent-hackathon.md","Kuusi agenttia. Neljä viikkoa. Aitoa tuotantokäyttöä.",[523],"Kuinka monta tuntia viikossa IT-osastonne käyttää tehtäviin, jotka agentti hoitaisi minuuteissa?",{"lang":619,"date":1249,"categories":1250,"blogtitlepic":1251,"customExcerpt":1252},"2026-03-16",[1105],"head-ai-agent-hackathon.jpg","Kuusi yritystä, neljän viikon rakennusvaihe, kuusi toimivaa AI-agenttia – siitä oli kyse ensimmäisessä glueckkanja AI Agent Hackathonissa. Kiekert, Dr. Oetker, Eckes-Granini, igefa ja lila logistik rakensivat Copilot Studiossa agentteja, jotka ovat tänään tuotannossa. Mitä siinä syntyi ja miten formaatti toimii.","/posts/2026-03-16-ai-agent-hackathon","posts/2026-03-16-ai-agent-hackathon",[694,1256,1257,1258],"Copilot Studio","Hackathon","AI Agents",{"Karsten Kleinschmidt":1260,"Fritz Zurhorst":1261,"Nadine Klein":1262,"Jan Geisbauer":1263,"Carolin Kanja":1267,"Anna Ulbricht":1268,"Annette Brauns":1269,"Pascal Asch":1270,"Steffen Schwerdtfeger":1271},{"display_name":728,"avatar":729,"permalink":730,"twitter":731,"linkedin":732,"imageOffsetTop":733,"imageOffsetLeft":734},{"display_name":702,"avatar":703,"permalink":704,"linkedin":705,"imageOffsetTop":706},{"display_name":722,"avatar":723,"permalink":724,"twitter":725,"linkedin":726,"imageOffsetTop":706},{"display_name":863,"avatar":864,"permalink":865,"twitter":866,"linkedin":866,"imageOffsetTop":706,"socials":1264},[1265,1266],{"text":869,"href":870},{"text":872,"href":873},{"display_name":523,"avatar":890,"permalink":891,"twitter":892,"linkedin":893},{"display_name":979,"avatar":980,"permalink":981,"linkedin":982,"imageOffsetTop":983,"imageOffsetLeft":984},{"display_name":986,"avatar":987,"permalink":988,"linkedin":989,"imageOffsetTop":990,"imageOffsetLeft":733},{"display_name":967,"avatar":968,"permalink":969,"linkedin":970,"imageOffsetTop":806},{"display_name":759,"avatar":760,"permalink":761,"linkedin":762,"twitter":763,"imageOffsetTop":764,"imageOffsetLeft":765},{"id":697,"extension":698,"meta":1273,"stem":8,"__hash__":1048},{"Carolin Kanja":1274},{"display_name":523,"avatar":890,"permalink":891,"twitter":892,"linkedin":893},1791383928749]