Across 412 teams, the pattern was consistent: the winners didn't replace people with AI — they gave their best people leverage. Output per creative rose 3–5x, but headcount stayed flat or grew, because demand for on-brand content expanded faster than automation could ever cover.
The biggest gains came from the unglamorous middle of the funnel: versioning, resizing, localisation and first-draft ideation. Teams that codified their brand into reusable prompts and style scaffolds shipped campaigns in days that used to take weeks.
The teams that struggled shared one trait — they bought tools without changing their process. AI amplifies whatever workflow you already have. If briefs are vague and approvals are chaotic, faster drafts just create faster chaos.
Our recommendation is simple: start with one repeatable, high-volume workflow, measure it honestly, and only then scale. The Creative Pulse cohort that did this reported a median 57% reduction in production time and a 5.0 average satisfaction score from stakeholders.