Enterprise AI organizations are facing deployment challenges rather than platform limitations, according to industry analysis. The report notes that many organizations are incorrectly labeling chatbots as “agents,” suggesting a gap between current capabilities and how companies are positioning their AI solutions. The findings highlight the need for better orchestration strategies to effectively implement agentic systems in production environments.