An ad pipeline, rebuilt end-to-end.
Series-A consumer fintech · marketing team · 1-week sprint
The problem
Every ad — from idea to live testing — took about a week. The full lifecycle depended on agency loops and manual effort, rate-limiting how fast the team could learn what creative actually worked.
What we built
Idea pool no longer rate-limited
Trend research, always on
AI continuously surfaces what is trending in personal-finance content — hooks, formats, viral patterns — scored against the company's own performance history. The creative team picks from a refreshing pool, not a weekly report.
Hours per video → zero manual effort
Influencer-cut video pipeline
The full pipeline — source video to brand-swapped final cut — automated end-to-end. The team supervises; AI executes.
Six channels, edited in real time
Live campaign management
Across six paid and owned channels, AI analyses and edits as campaigns run. Performance corrections happen in hours, not days.
Full lifecycle owned by the team
Ad ops, in-house
Upload, campaign creation, and performance tracking — all in-house. The full lifecycle sits inside the company; no agency loop.
Outcomes
The transferable lesson
Speed is not a creative ceiling. A team that goes from idea to live test in a day learns what works ten times faster than a team that takes a week.