Some common obstacles when integrating AI include a lack of understanding of AI concepts and potential use cases, difficulty in selecting the right AI tools or platforms, data quality and privacy concerns, and organizational resistance to change. However, partnering with an experienced agency can help navigate these challenges effectively.