Experts are on the flywheel, at every turn.

Recursive. Adversarial. Human. Iterative. Convergent. Human judgement is a step in the loop. Experts validate findings and fill Dark Data gaps between every module, and the chain is recursive — later modules challenge earlier findings. Contributions arrive from multiple sources too: through Blue Flame, experts add proprietary documents and insights that are not tied to any gap, and each entry passes a confidentiality gate and admin review before it joins the retrievable corpus.