AI in B2B marketing must prove commercial value

Marketing teams face pressure to prove ROI as budgets stay tight and sales cycles lengthen. Organizations use AI to automate tasks, analyze data, and support content creation. The conversation now shifts from experimentation to execution, demanding commercial value from AI adoption.