Signal Accuracy

Every signal passes a progressive, source-anchored review before delivery. Stage 1 verifies each new signal against its own source filing (classification, figures, transaction type, completeness). Anything that does not pass cleanly, plus every high-stakes signal type, escalates to Stage 2 (an independent, stricter review that corrects against the filing where it can) and, if still unresolved, Stage 3 (our deepest audit of the full filing). Deterministic arithmetic and entity checks run first at each step. When even Stage 3 cannot fully confirm a detail, the signal is still delivered but carries a plain-English “Flagged for your review” note — we never withhold a signal, and never present an unverified detail as certain. A separate monthly deep audit — a six-step exhaustive review (classification, figures, transaction type, context, prior-signal consistency, and tone) on a stratified sample of delivered signals. We publish the post-audit accuracy rate rather than a single marketing number, because accuracy varies by signal type and improves over time. See the methodology page for the full detail.