Transparent reasoning
Every dashboard verdict preserves agent disagreement, cited evidence and missing-data constraints.
SignalReview turns match narratives into transparent AI Debate Logs, confidence bands, Value Edge indicators, Risk Flags and a Watchlist-ready research workflow.
Statistician, Skeptic, Upside Scout and Orchestrator challenge the same bounded evidence before one verdict is published.
Only when justified.
Visible uncertainty.
Band, not certainty.
Demo calibration context only. Agent claims remain constrained as data-backed, inferred, uncertain, or unavailable.
Start from the Daily Match Board, filter by competition, and open a pre-run War Room shell.
Demo uses the same dashboard component with controlled free-preview gating.
Inject controlled mutations, inspect deterministic manifest roots, and see why refuted, blocked and unknown never become PASS.
Transparency Ledger preserves review context, misses, unavailable fields, and responsible-use notes.
Trust is conveyed through provenance, explicit uncertainty and invalidation—not through oversized presentation or certainty language.
Every dashboard verdict preserves agent disagreement, cited evidence and missing-data constraints.
Risk Flags remain visible so operators can challenge attractive narratives before relying on them.
SignalReview supports research and decision hygiene. It does not claim outcome certainty.
Both plans preserve missing evidence and uncertainty. Pro adds complete interpretation, provenance depth and retained workflows.
Verified match data and basic model context
Complete War Room interpretation and retained workflow
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SignalReview provides evidence-based sports decision support. It does not provide certainty, guaranteed outcomes, betting instructions, performance-return promises or financial advice.
SignalReview provides structured sports intelligence and transparent reasoning. It does not provide certainty, guarantees, or financial advice. Payment compliance