A decade of real investigative operations — reasoning chains, human–machine teaming telemetry, doctrine structure — available to researchers on our platform. We publish, we collaborate, and we are actively looking for researchers to work with us.
Apply for research accessEncoding schoolhouse intelligence doctrine as machine-usable structure, and measuring its effect on long-horizon reasoning quality against undoctrined baselines.
A decade of teaming telemetry reveals systematic, predictable divergence between operator and model decisions — and where override patterns signal capability gaps.
Synthetic expansion of real investigative data that preserves evidentiary structure and provenance — scaling a private corpus without inheriting the failure modes of pure synthesis.