Camify started as a familiar problem: a creative team drowning in a manual, multi-tool workflow. Every asset had to be named, tagged, converted and moved by hand, and the process slowed down exactly when the team was busiest.
Finding the real job
We spent the first two weeks watching how the team actually worked — not how they described it. The insight was simple: the product didn't need more features, it needed fewer steps. Every screen was tested against one question: does this help someone finish today's task faster?
A guided pipeline
We rebuilt the flow as a single guided pipeline. AI handled the repetitive steps — tagging, conversion, quality checks — while the team kept control of creative decisions. Controls that did not serve the daily task were removed outright, even when they had been on the roadmap for months.
The result
The app went from a chore to something users open first thing in the morning. Turnaround time dropped, errors disappeared, and the team stopped fighting their tools.
- Single guided pipeline instead of scattered tools
- AI on repetitive work, humans on creative decisions
- Faster turnaround and daily active use
