Actual use cases of AI agents as of now include automating customer service interactions, generating content like articles and reports, personalizing marketing campaigns, and performing data analysis. Despite these applications, the main challenges remain high accuracy requirements and reliable task chaining to create seamless workflows. Adoption varies, with conversational interfaces being more forgiving of minor errors.