We test AI systems, publish what we find, and help organisations work out what's real.
 

This includes local LLM deployments, governance frameworks, risk assessment, and the kind of horizon scanning that tells you what's coming before it arrives.
 

We don't build products for clients. If you need development work, we'll point you to Bot Ready.
 

What we do here is research. Sometimes that's running bounded experiments with real capital to understand how AI systems behave under constraint. Sometimes it's building local infrastructure to test what works outside the hype cycle. Sometimes it's developing frameworks for compliance, ethics, and operational governance that actually hold up in practice.
 

We publish our findings through written analysis and occasional video content. The work sits somewhere between technical implementation and strategic advisory, with a focus on what's provable rather than what's possible.
 

Our perspective comes from direct experience with high-stakes decision-making, enforcement systems, and the reality of deploying AI in environments where mistakes have consequences.
 

If you're trying to separate signal from noise in AI, or you need someone who's actually built and tested these systems to review your approach, this is probably relevant.
 

More soon.