Många vd:ar brottas med frågan hur de ska budgetera för AI när tekniken utvecklas snabbt. För Robert Lingemark finns ett rakt svar: det här är inte bara en tekniktransformation.
”Vd:n behöver bygga förmåga, inte projekt” – så undviker du felinvesteringar i AI
Digitalisering
De företag som får ut mest värde av sina investeringar ser AI som en verksamhetsförändring och lägger mer av budgeten på förändringsledning, organisation, kompetens och arbetssätt än på teknik. Det visar Sofigates nordiska undersökning, och det är också den viktigaste lärdomen för vd:ar enligt Robert Lingemark, vd för Sofigate Sverige. Här berättar han hur vd:n bäst prioriterar AI-budgeten.

Foto: Adobe Stock/Sofigate.
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– Människorna ska med, säger han. De som lyckas har förstått att man måste investera i människors förflyttning och i en strukturell förändring av organisationen. Vd:n behöver bygga förmåga, inte projekt.
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


