The first thing everyone says when you tell them you're deploying AI in an air-gapped environment is: "How do you update the models?" It's the right question. It's also the third most important question. The first is: "How do you get the models in?" The second is: "How do you know they're working?"
Physical Ingress and Integrity
In an air-gapped world, CI/CD pipelines are replaced by physical media and security escorts. We've developed a rigorous verification protocol to ensure that every byte of model data entering the facility is signed and untampered.
Local Observability
You can't use Datadog in a bunker. We had to build entire local monitoring stacks that operate within the secure boundary, providing real-time telemetry to institutional operators without ever sending a packet to the outside world.