What the source reports
Danish work reorganised and AI-related tasks emerged, while average earnings and recorded hours showed no detectable change large enough to exceed 2% in the studied period.
02 / OUR INTERPRETATIONWhat it means for an assessment
Separate reported task benefits from realised financial outcomes. Include integration, oversight and new work in the estimate.
What needs caution
Early chatbot adoption in 11 occupations through 2024. This is not a forecast of later agent automation.
A question to bring to the client case
Does the proposed benefit survive the additional work around AI? Include integration, oversight, checking and new tasks in the assessment. Separate changes in task performance from effects on staffing, spending and business outcomes; each needs its own evidence.
The practical interpretation is Versta’s. The linked source provides the research evidence; suitability and expected value must be assessed for the customer’s own circumstances.