SPIN: Structural LLM Planning via Iterative Navigation for Industrial Tasks

Yusuke Ozaki, Dhaval Patel

Industrial LLM agent systems often separate planning from execution, yet LLM planners frequently produce structurally invalid or unnecessarily long workflows, leading to brittle fa…