ABOUT

We emerged from Mojave Research Inc—a company born from a team that built AI/ML agentic systems for the U.S. Government in the highest classified and life-and-death operational spaces.

That's about as much as we can say about that work.

What we can tell you: My team has built and deployed AI systems where hallucination isn't an inconvenience—it's a catastrophe. They've created models for environments where being wrong doesn't cost money or reputation. It costs lives.

We bring that discipline to legal practice.

The legal industry adopted LLMs early. But most firms don't fully understand the lack of accuracy and the dramatically higher rates of hallucination than they imagine.

Legal work is high-stakes. Being wrong or submitting errors to a court can cost a client's freedom, millions of dollars, or your license to practice.

Yet firms face what recent research calls The Verification-Value Paradox: they spend more time verifying that an LLM didn't make mistakes than the time the AI saved them in the first place.

That's not a tool. That's a liability.

My core team includes principal-level AI researchers who have built production systems for the U.S. Department of Defense—systems where failure isn't an option.

One holds a Ph.D. in AI/ML architecture and spent five years as a principal researcher for DoD before becoming Chief Solutions Architect for AI/ML at a major defense contractor. His work spans sensor fusion, state-of-the-art transformer architectures, and security dataset augmentation research, plus classified systems we can't discuss.

Another is a Princeton-educated machine learning scientist whose research on masked transformers and synthetic tabular data was published at NeurIPS 2023. His recent work includes state-space models and downstream learning. He specializes in deep learning architectures, generative modeling, and advanced knowledge representation systems.

They've built AI for:

• •Signals intelligence and cyber defense
• •National security applications requiring absolute accuracy
• •Classified projects where the stakes are measured in lives

We're used to environments where hallucination prevention isn't a feature request—it's a survival requirement.

That discipline now serves law firms.

We're not a legal tech company that added AI.

We're AI researchers from defense and national security who understand that legal work demands the same rigor we brought to life-and-death systems.

When we talk about "multi-agent adjudication" or "cryptographic verification," we're not using buzzwords. These are production techniques used in systems designed by researchers who have:

• •Built ML models for classified defense applications
• •Published at top-tier AI conferences (NeurIPS, ACL)
• •Created systems where accuracy failure means mission failure

Combined with a litigator who has:

• •Managed the most complex trials in American history
• •Personally reviewed millions of pages of discovery
• •Built secure evidence platforms under nation-state threat
• •Defended cases where lives were on the line

We know what's at stake. We've been there.

We don't sell software licenses and walk away. We partner.

The result: An AI system that understands your firm's approach, knowledge, and workflow—augmented and accelerated.

You don't get a SaaS vendor. You get:

We've defended capital cases. We've built systems for national security.

We bring that same discipline to your practice.