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

Enterprise systems increasingly rely on automated workflows, yet many AI-driven solutions remain brittle under non-stationary conditions, evolving policies, and delayed operational feedback.