Pain points for launching new AI based products or tools?

For people who have launched, have recently launched or planning to launch AI related tools or products, what are some of the pain points/challenges that you're experiencing? Would like to understand some of the challenges here, not so much on the technical side of developing the product, but more on the business or operational aspect. Thanks