Producing 1,500 product descriptions each month proved to be a highly resource-intensive process. Maintaining a consistent tone and messaging that resonated with the target persona was particularly challenging, especially at scale. Manual workflows often resulted in inconsistent quality and frequent errors, making it difficult to ensure accuracy and brand alignment. Moreover, the existing system lacked scalability, limiting the team's ability to handle growing volumes efficiently and reliably.