How enterprise AI keeps your data private
The technical and contractual controls that make enterprise AI a fundamentally different posture than the free consumer tools.
When a small business owner asks "is it safe?", they're usually thinking about the free consumer chatbot they've been using. The answer for that tool is some version of "it depends" — but it doesn't generalize. Enterprise AI is a fundamentally different posture, and the difference is worth understanding before you sign anything.
What you actually get with an enterprise plan
- A contractual no-training commitment. Your data does not become training data. This is in the contract, not just the marketing page.
- Zero-data-retention as an option. The provider stores nothing about your prompts or outputs after the session. We typically turn this on for any client handling confidential or regulated data.
- SOC 2 Type II audits, ISO 27001 certification, and the ability to sign a Business Associate Agreement for HIPAA-covered work.
- Tenant isolation: your traffic runs in infrastructure that's isolated from other customers. For the highest-sensitivity work, you can deploy in your own cloud account.
Where the locally-hosted option fits
For some work — the most sensitive matters at a law firm, the most regulated workflows at a healthcare provider — the strongest privacy posture is to run an open-source model on hardware your IT team controls. The data never leaves your network. The trade-off is capability: locally-hosted models are very good at structured tasks (extraction, classification, summarization), but they're generally not as capable as the frontier hosted models for open-ended reasoning. We help clients pick the right tool for the right task — sometimes that means a hosted model with zero-data-retention, sometimes that means a local model that never phones home.
What you should ask any AI vendor before you sign
- Is my data used to train your models? Get the answer in writing.
- Can I enable zero-data-retention on my account? If yes, do it.
- What's your SOC 2 / ISO 27001 / HIPAA posture? Ask for the report, not just a checkbox.
- Where does my data sit geographically? For some clients this matters for compliance.
- What happens to my data if I cancel? You want clear deletion timelines.
Want to talk about whether something like this fits your team? Book a free 30-minute discovery call.