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

Viswambaran, Sreedevi Pandiyath
arXiv (All) · Papers
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multiagent-systems
Enterprise systems increasingly rely on automated workflows, yet many AI-driven solutions remain brittle under non-stationary conditions, evolving policies, and delayed operational feedback. While reinforcement learning and large language model (LLM) agents offer partial adaptability, they do not by
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