What happened
Stampli managed to reduce the time spent on launch production by 68 percent by turning to ChatGPT Work.
The company faced a fixed deadline while its design resources were already assigned to other projects, leaving little room for the usual production pace.
Using Codex and ChatGPT Work, the team compressed what would have taken weeks of launch preparation into just days.
Why it matters
This case shows how AI-assisted workflows can help teams overcome resource bottlenecks when schedules are tight and design capacity is limited.
The significant drop in production hours suggests that large portions of launch-related work can be automated or accelerated without expanding headcount.
It also highlights a shift in how companies might approach fixed-deadline projects, using AI tools as a flexible buffer rather than relying solely on human-hours.
Key facts
Stampli reduced launch hours by 68%.
The tools used were Codex and ChatGPT Work.
Stampli had a fixed deadline.
Design resources were committed elsewhere.
Weeks of launch production were compressed into days.
What to watch next
Whether other organizations with similarly constrained resources begin adopting AI coding and workflow tools to meet tight deadlines.
How deeply AI tools like ChatGPT Work become integrated into production pipelines for time-sensitive projects.
Whether the 68% reduction in hours becomes a benchmark for AI-assisted launch production in comparable settings.