The Agent-Skill Illusion: Why Prompt-Based Control Fails in Multi-Agent Business Consulting Systems

Executive Summary Autonomous multi-agent systems are increasingly adopted for business consulting automation, promising faster, cheaper, and scalable client recommendations. However, these systems reveal a critical reliability gap in real-world deplo...