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How to restrict AI access in a corporate network
Our team is looking to bring one of the big AI models into our daily workflow. We just need it to handle basic customer replies and generate weekly sales reports. The major concern here is handing over network access to these models because they tend to crawl deeper and could potentially leak sensitive internal documents to the outside. Are there reliable ways to restrict these systems so they only perform the exact functions we need without sniffing around our private databases?
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2 Replies
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Security concerns are totally valid when introducing any external intelligence into your corporate ecosystem. The tech news constantly highlights cases where proprietary code or client data ended up in public training sets. You should look into deploying open-source alternatives on your own servers. Keeping the whole infrastructure strictly within your internal perimeter prevents any outward data flow completely.
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Hardware setups for local deployment require huge upfront investments and constant maintenance from your engineering team. Business owners usually prefer to build a secure bridge between their tools and the commercial models using specific software layers. You can use AI agent management here https://agyn.io/ . The software acts as a strict supervisor that controls exactly what information goes to the language model and what stays hidden. It gives you fine-grained control over the permissions so the bots cannot wander off into unauthorized folders.