Marketing Teams Face Budget Bloat as AI Agent Costs Multiply

By Greg Kihlstrom · MarTech · 2026-08-18

Marketing Teams Face Budget Bloat as AI Agent Costs Multiply

According to MarTech, many marketing organizations are inadvertently overspending by deploying high-level agentic AI for tasks that simple rule-based logic could handle. While per-token prices are dropping, the sheer volume of data processed in iterative AI loops is driving total

According to MarTech, many marketing organizations are inadvertently overspending by deploying high-level agentic AI for tasks that simple rule-based logic could handle. While per-token prices are dropping, the sheer volume of data processed in iterative AI loops is driving total