Artificiell intelligens fortsätter att vara orden på allas läppar, även inom hållbarhetsområdet där man flitigt utforskar hur digitalisering och AI kan bidra till den gröna omställningen.
Expertens 8 tips: Lyckas med AI i hållbarhetens tjänst
Hållbarhet AI och digitalisering kan vara kraftfulla verktyg i hållbarhetsarbetet, men få drar nytta av dess fulla potential. Experten Conny Björnehall på Rise delar sina bästa tips för att komma i gång och hur man lyckas med implementeringen.

Conny Björnehall. Foto: Rise/ Adobe Stock
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Men finns det överhuvudtaget något samspel mellan frågorna? Absolut, säger digitaliseringsexperten Conny Björnehall.
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