Vertical AI for investors and operators in private capital and digital infrastructure.
An applied AI lab building intelligence systems with controlled methodology and evaluation harnesses that hold up across model generations.
Recent research
Field reports from the lab.
What the lab works on
Field reports
We publish methodology, findings, and implications from the work. Public-safe. Vendor-neutral. Designed to be read by researchers, builders, and capital allocators.
Vertical AI systems
We build production AI for high-stakes verticals where domain-specific data, controlled methodology, and evaluation discipline matter more than the model layer.
Evaluation harnesses
The eval harness is the asset. It compounds across model generations. We invest disproportionately in the discipline that lets us swap models without rebuilding the system.