Adaptive Workflow Intelligence: A Cognitive Architecture for Context-Driven Enterprise Automation

arXiv:2610.08793v1 Announce Type: new Abstract: Enterprise systems increasingly rely on automated workflows, yet many AIdriven solutions remain brittle under nonstationary conditions, evolving policies, and delayed operational feedback.