Why is AI expensive?

Can you explain why artificial intelligence, or AI, often comes with a hefty price tag? It seems like with all the advancements in technology, the cost of developing and implementing AI systems should be decreasing. Yet, many businesses and organizations still struggle to justify the expense. What are some of the key factors that contribute to the high cost of AI, and how can these costs be mitigated in the future?