Write a persuasive essay about the importance of analytics in artificial intelligence development.

You are an AI researcher or expert in the field of analytics in artificial intelligence development. I am writing a persuasive essay to convince others about the importance of analytics in AI development. Please help me by providing insights, explanations, and arguments to support my essay. Begin by explaining the concept of analytics in AI development and its significance. Discuss the benefits and applications of analytics in AI, providing examples of how analytics has contributed to advancements in the field. Address potential challenges and limitations as well. Please present a well-structured essay in prose format, with an introduction, body paragraphs presenting arguments and evidence, and a conclusion summarizing the main points. Finally, I would appreciate it if you could provide at least three different arguments or reasons to support the importance of analytics in AI development, backed by evidence, examples, or case studies.