Capgemini reports that multi-agent AI systems are increasingly being adopted in the banking and insurance sectors, though their deployment remains constrained by orchestration challenges. The research indicates that while organizations recognize the potential of multi-agent AI applications, technical limitations in coordinating multiple agents continue to hinder broader implementation across financial services.