What are the specifics of building applications based on AI?

If you have had experience with AI products, you know that such projects have many specifics related to data quality, uncertainty, privacy, and more. My colleagues described these aspects and how to deal with them in the guide to the development of AI apps. https://mobidev.biz/blog/ai-application-development-guide-for-business-owners Let me know your thoughts in the comments.