{
  "title": "AI adoption: why usefulness is not enough",
  "url": "https://www.shr.swiss/blog/adoption-ia-equipe-pourquoi-utilite-ne-suffit-pas-en",
  "language": "en",
  "datePublished": "2026-10-01",
  "publisher": {
    "name": "SHR — Swiss Human Resources",
    "url": "https://www.shr.swiss",
    "address": "Esplanade de Pont-Rouge 9A, 1212 Lancy, Suisse"
  },
  "summary": "Technology use also depends on social norms, enabling conditions and work context.",
  "section": "Research",
  "topic": "Leading AI Adoption in Your Team",
  "place": {
    "name": "Lausanne",
    "region": "Vaud",
    "country": "CH"
  },
  "keyPoints": [
    {
      "heading": "An influential model",
      "point": "Viswanath Venkatesh and colleagues (2003, MIS Quarterly) propose UTAUT: performance expectancy, effort, social influence and facilitating conditions contribute to intention and use."
    },
    {
      "heading": "The organisation matters",
      "point": "Jan Jöhnk, Malte Weißert and Katrin Wyrtki (2021, Business Horizons) identify AI-readiness dimensions through qualitative research."
    },
    {
      "heading": "What one-off training misses",
      "point": "Tool training without changed routines leaves access, data, approval, experimentation time and managerial expectations untouched."
    },
    {
      "heading": "A more cautious rollout",
      "point": "Start with a bounded use case, state what must not be delegated to AI and review experience weekly."
    },
    {
      "heading": "A practical check in Lausanne",
      "point": "Select one team routine and track actual uses, abandonments and human corrections for three weeks."
    }
  ],
  "sources": [
    {
      "authors": "Wyrtki",
      "year": "2021",
      "source": "Business Horizons"
    }
  ],
  "wordCount": 185,
  "image": "https://www.shr.swiss/img/blog-editorial-2026-10-01-en.jpg?v=4",
  "translations": {
    "fr": "https://www.shr.swiss/blog/adoption-ia-equipe-pourquoi-utilite-ne-suffit-pas",
    "en": "https://www.shr.swiss/blog/adoption-ia-equipe-pourquoi-utilite-ne-suffit-pas-en",
    "de": "https://www.shr.swiss/blog/adoption-ia-equipe-pourquoi-utilite-ne-suffit-pas-de",
    "it": "https://www.shr.swiss/blog/adoption-ia-equipe-pourquoi-utilite-ne-suffit-pas-it"
  },
  "relatedPages": {
    "programme": "https://www.shr.swiss/formation/adoption-ia-equipe/lausanne",
    "city": "https://www.shr.swiss/formations-ville/lausanne",
    "blog": "https://www.shr.swiss/blog"
  },
  "citationPolicy": "Citation autorisée avec mention « SHR — Swiss Human Resources » et lien vers l'article."
}