AI agents don’t just answer questions — they take actions. Here is why that breaks the security assumptions we built for software and people, and what an enterprise trust layer has to do about it.
Memory is the most important—and least mature—part of the AI agent stack. Here is how the Open Knowledge Format is finally making agent memory portable, and why that turns memory into a security boundary.
Per-seat ChatGPT and Copilot licenses are quietly draining six figures a year for usage you can't even see. Here is how an enterprise LLM gateway cuts that bill in half, gives you a full audit trail, and blocks PII before it leaves your network.