How do I keep my business data private whilst using AI?

Make model access an organisational decision: choose which AI providers your data may reach and on what terms, run the most sensitive work on model endpoints inside your own environment (e.g. an Ollama-compatible endpoint), and put your corporate identity (Entra SSO/SCIM) in front of all of it so access follows employment.