Att gå från tanke till handling på AI-området har visat sig svårt. Det visar bland annat resultaten i KPMG Sveriges rapport, där 70 procent av svenska vd:ar har visioner för AI-användning i sin verksamhet, men bara 50 procent upplever att bolaget är redo.
För att bli redo menar Dan Sommer, chef för omvärldsbevakning på dataanalysföretaget Qlik, att man ska börja med datan, överväga mindre AI-modeller och ha en ansvarsfull strategi på området. Sammantaget identifierar analyschefen sju steg för att implementera AI på ett säkert, värdeskapande och effektivt sätt.
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