From the front line of sovereign AI.

Vault is your organization's brain. Connect it to the software you already use, and it reads everything, never forgets, and saves your team hours every day.

Microsoft owns a piece of OpenAI and is already shopping for a cheaper model to run Copilot. That helps its margin, not your bill.

Your AI bill lands 3.7x over budget not because compute grew, but because it's four separate charges, compute, egress, idle, and burst, wearing one name. By Mark Tuck.

A friend's "zero data retention" covers one chat window, not a business. Company-wide privacy is a six-figure enterprise contract. Here's the gap, with real pricing.

Every company runs the same frontier models. The only edge that compounds is the loop that learns your business, and renting means it was never yours.

A donated RTX 6000, one owned stack from energy to application, and a new series of Vault Cloud products led by DorkOS creator Dorian Collier, shipping Fall 2026.