Creative production depended on repeated manual analysis.
The marketing team needed fresh creative grounded in its own advertising account. Reviewing performance, choosing an angle and writing the next batch of scripts were separate tasks, which made the handoff depend on individual context and available writing time.
The useful automation was the whole workflow: collect the account data, extract relevant patterns, prepare variants and put them somewhere the team could review. Generating an isolated piece of copy would leave those operating steps untouched.
