Apple's Private Cloud Compute and Google's Confidential Space

Apple's Private Cloud Compute and Google's Confidential Space isolate workloads and keep data encrypted while processing, so the cloud provider cannot look inside.

These rely on secure hardware and give you transparent walls around sensitive tasks.

Google Vertex AI sits at the model and pipeline layer. It manages models, data, and monitoring.

The privacy you get depends on where it runs. If Vertex runs inside confidential compute, it inherits those protections. If it runs on standard machines, it does not.

Treat it like a stack. The base provides trusted execution.

Services above either keep or lose that trust, depending on placement and configuration.