See the pipeline work.A stage-by-stage replay of a real run over a fictional matter — drafting, a legal-reference check, a hostile-reader test, and an independent governance gate. No live calls, no input field, nothing collected.

Investor lens

The moat is the delta — not that the stages ran.

Watch what the hostile-reader stage (AJAX) attacks and what the document becomes: a measurable before/after, produced by a four-model, multi-provider adversarial pipeline with an independent governance gate that blocks risky drafts. The investor-gated tier runs this live, on demand, on a sample-locked fixture.