Latest articles
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AI tarvitsee vahvat fundamentit
Tekoälystä on tullut merkittävä osa yritysten kehitystä ja päätöksentekoa. Samalla moni organisaatio pohtii, kuinka AI:ta voidaan hyödyntää käytännössä tavalla, joka tuottaa todellista liiketoiminta-arvoa eikä jää…
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Case: TKI-hanke oppivan organisaation rakentamiseksi Valtionhallinnossa
Valtionhallinnon organisaatiossa tunnistettiin tilanne, joka on tuttu monelle isolle asiantuntijaorganisaatiolle: palautetta, havaintoja ja kehitysideoita tulee jatkuvasti monesta suunnasta, mutta niistä syntyvä oppi ei välttämättä jakaudu…
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Finnish Transport Agency – Cost savings by developing the quality control process (2024–2026)
Summary In the Finnish Transport Agency's design projects, quality assurance is not just a checklist but a part of long-term risk management and information preservation. The preparation time for road and rail projects can be up to 20 years, which…
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Hukka on ylikulutusta
Finland's ecological overshoot day was April 1, 2026. I was at a construction site where over ten million kilograms of steel were used for rebar, and this is an example story of a situation that is unfortunately all too familiar in subcontracting...
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When technology advances but work becomes more complicated
Authors: Alena Valtonen, Mira Holopainen Smart technologies are rapidly revolutionizing work. Artificial intelligence, digital twins, and robotics bring efficiency and a competitive edge, but one perspective often takes a backseat: how the change...
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Case Kris Tampere: Building agency through human-centered AI
Blog 3 – Introduction: This article is part of a five-blog series that discusses Project Heartware – a human-centered approach to artificial intelligence in the era of exponential technological change. Following the Eläkeliitto case study...
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Case Pension Association South Häme District: When curiosity turns into agency
For several reasons, Eläkeliitto's South Hame district became Nexpert's Project Heartware's first artificial intelligence workshop group. In my opinion, the elderly are a particularly important and timely target group. These active members of retirement associations – the board…
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Project Heartware: Preventing Digital Exclusion
Blog 1 – Introduction: This article is the first part of a five-blog series that will be published on the Nexpert website. The series discusses Project Heartware – a human-centered approach to artificial intelligence…
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Notes from the AI campfire at Epicenter
Over the past year, I have had the habit of attending Epicenter Helsinki events. I first attended on International Women's Day last year, and since then I have participated in many...
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From AI to digital twins: the next wave of business process optimisation
Author: by Rajan V K In today's rapidly changing business world, data is no longer just a record of yesterday's events, it is also a mirror that can reflect the present and even a crystal ball,...