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Deploying 24/7 Enterprise AI Agents: Dedicated Hardware Sizing and Security Isolation

An engineering guide to migrating AI Agents from personal PCs to dedicated 24/7 hardware, covering physical/VLAN network isolation, centralized API gateway routing, and sandbox hardware sizing.

AI infrastructure·⏱ 16 min read·2026-10-18

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Enterprise 24/7 dedicated AI agent hardware deployment environment — AiA dedicated agent runtime host and workflow environment on an enterprise workstation

Deployment guidesAI infrastructure

Agent host and model inference: separate the runtime from compute

An Agent host runs the client, tools and task workspace. Inference comes from a centralized API gateway or local model service. Decoupling the runtime ensures clean cost control.

⏱ 5 minRead Guide →