Ask three questions
What data is in the prompt? Who could see it if the vendor is wrong? What is the blast radius if it leaks?
- Low sensitivity: public material may fit an approved external service.
- Medium sensitivity: internal operations need reviewed contracts, settings, and access.
- High sensitivity: privilege, PHI, customer PII, and pricing logic may require dedicated or private infrastructure.
Hybrid is normal
Most businesses will use public tools for low-risk work and private systems for crown jewels. The mistake is using one tool for everything.
Where EntAIngled Recommends Private Deployment
We design private AI systems for operators with strict data-custody requirements. Approved external tools can still support lower-risk work outside the sensitive core.
Classify one workflow
We can document its data, users, actions, and acceptable deployment boundary.
Choose a Deployment Path