ed workflows and human-in-the-loop systems are crucial to validate AI agent decisions, particularly in scenarios requiring nuanced judgment or ethical discretion. V7 Labs (2025) emphasizes that without such oversight, AI agents may struggle with ambiguous or novel situations, leading to operational inefficiencies or compliance violations.

Another challenge is the scalability of AI agents across diverse industries. While they excel in controlled environments, adapting to dynamic, real-world conditions—suc