OpenAI shipped a model. We built the system.

Audience: Senior security engineers and DevOps leads evaluating PII infrastructure for AI-connected systems. Three events in the past eight weeks drew a line around a specific class of infrastructure risk. Taken together, they validate a thesis we have been operating on since day one: PII that leaves your trust boundary is a liability, and any system that lets it do so — intentionally or not — is a breach waiting to happen. Event 1: The supply chain vector (March 2026) A prominent AI startup suf