I’ve worked inside data systems where fragmentation was the norm, with multiple tools, inconsistent access controls, and limited visibility into how data actually moved and changed.

That lack of visibility was manageable until AI entered the stack.

LLMs introduce a new layer of abstraction where actions are harder to trace, harder to control, and often invisible by default. Most systems are not designed for this.

Stravax is built to address this directly by giving companies the ability to monitor, control, and enforce how LLMs operate across their environments.