AI Governance Institute
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Network Controls

Network controls are the rules and tools that decide which systems can talk to each other and to the outside internet, such as firewalls, egress filters, and access restrictions on AI model endpoints and data pipelines. For AI governance, they matter because they determine whether a model or AI agent can reach sensitive data, call unapproved external services, or send information out of the company's environment. Compliance teams rely on documented network controls to show regulators and auditors that AI systems handle personal and confidential data within agreed boundaries.

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