---
id: "lib-2026-09-28-strategies-for-deploying-ai-agents-in-production"
type: "library"
title: "Strategies for Deploying AI Agents in Production at Scientific User Facilities"
lang: "EN"
org: "arXiv (Argonne APS)"
source_type: "Paper"
date: "2026-09-28"
week: "2026-W40"
url: "https://nosov.ai/library/lib-2026-09-28-strategies-for-deploying-ai-agents-in-production/"
original_url: "https://arxiv.org/abs/2609.36362"
tags: ["ai technology", "business transformation", "agents in production"]
---

# Strategies for Deploying AI Agents in Production at Scientific User Facilities

## English summary

Perspective from LLM-agent deployments at the Advanced Photon Source: calibration, measurement execution, QC; practical deployment strategies; 34 pp.

Original: https://arxiv.org/abs/2609.36362