Work
AI systems designed, built, and operated under real-world constraints.
Core Systems
Infrastructure & StabilityFoundational AI infrastructure — systems that handle access, processing, and integration at scale.
High-Stakes Systems
High LiabilitySystems where failure has immediate, measurable consequences. Performance is judged by outcomes, not promises.
Applied & Human-Centered AI
Human-CentricAI that augments human judgment in subjective, nuanced domains where trust and usability matter most.





