Budget strategy
Marketing · Paid Media Specialist
“Budget strategy” (Marketing) is being replaced by AI: it entered in 2025 and is projected to be largely replaced by 2031.
AI enters
2025
Largely replaced
2031
Replacement progress
17%
Technology / key factor
AI ad-buying agents
What this task is
Media leads decide how to split advertising budgets across channels, product lines and time periods so the overall growth targets are met as efficiently as possible.
How AI replaces it
Around 2025, AI ad-buying agents began allocating budgets across channels and adjusting them in real time based on results. As attribution and platform access improve, most allocation should be AI-run by about 2031.
What stays human
Leads still set goals, total spend and risk appetite, approve AI allocation plans in light of the real business situation, and remain accountable for results.