Executive Summary (Key Takeaways) Agentic AI systems operating without a unified Context Layer suffer from “recursive hallucinations,” where small errors compound into massive brand-damaging lies. The Hallucination Spiral occurs when autonomous agents lack real-time access to ERP, CRM, and financial “ground truth” data, forcing them to fabricate answers. Companies must transition from simple prompt-based automation […]

