Ten years of real investigative operations — human decisions, machine assists, corrections, and outcomes — captured as it happened, structured for training. Not synthetic, not annotated after the fact. Doctrine-grounded, provenance-tracked, and licensable as datasets or living streams.
Decade-spanning decision chains from live casework: hypotheses formed, evidence weighed, dead ends ruled out, conclusions reached. The scarce commodity in reasoning data — including what didn't work, and why.
Workflow-level records of operators and models working the same cases: where models accelerate, where humans override, how the division of labor evolved across a decade of model generations.
Extensive evaluations of models run against identical live workflows — insight into capability deltas, failure modes, and improvement curves that benchmark suites can't reproduce.
Investigative doctrine encoded as machine-usable structure, with NAICS- and SIC-grounded labeling across security, analytical, fintech, healthtech, defense, and maritime domains — the granularity that lets a model know which world it is reasoning about.
Long-horizon judgement — pursuing a hypothesis across weeks, integrating contradictory evidence, deciding when to act and when to wait — barely exists in public corpora. It exists here, because we captured our own operations from day one. For labs training agents, harnesses, and models that must hold state over long horizons and act reliably in the world as it actually is, this is the substrate.
Versioned, sanitized corpus slices — scoped by asset class, taxonomy, or vertical. Delivered with schemas, lineage documentation, and evaluation baselines.
Continuous delivery of newly generated teaming and reasoning data as our operations run — your models improve on the same flywheel ours do.
Scoped access for benchmarking and academic work — run evaluations against the corpus on our infrastructure, publish with our review.
Every licensed asset carries its sanitization lineage and provenance record. GRC review is part of delivery, not an afterthought — see Technology for how compliance is enforced by construction.