The AI Privacy Paradox: How are you handling truly sensitive data?

Hey everyone,

As we gear up for the Enclave Nexus launch, I wanted to open up a discussion about a massive friction point we’ve been seeing in the enterprise and federal spaces. Organizations are desperate to integrate advanced data intelligence and AI, but the moment the conversation shifts to highly sensitive, regulated data, everything grinds to a halt.

The standard SaaS model—sending data to an external cloud API—immediately fails strict compliance and zero-trust requirements.

For those of you working in highly regulated environments or dealing with enterprise procurement, how are your teams currently handling this? Are you relying on heavy, expensive on-prem deployments, or simply blocking the use of modern data tools altogether?

Looking forward to hearing your workarounds and thoughts on how the industry needs to adapt.