This post discusses the balancing act involved in delegating tasks to large language models (LLMs) in the context of automating advertising analytics reports. It aims to provide insights on how AI can enhance efficiency in reporting while highlighting potential pitfalls in over-reliance on automation. The authors, working on data analytics for LINE Ads, share their experiences and considerations when integrating AI into their workflow.