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Methodology & Accuracy
SENRA Axiom runs deterministic checks on your trade and rule data. It is not a signal service, prediction engine, or financial advice. Outputs depend on the quality of imported trade data.
Last updated: Apr 28, 2026. Descriptions below are high-level summaries of current product behavior.
Deterministic, user-defined checks
In plain terms: recorded trades are evaluated against rules you defined.
Rule evaluations are based on rules you define and the trades you import or log. The system does not invent hidden strategy logic or discretionary signals.
Performance Boundaries
In plain terms: rolling limits computed from recent in-scope trades and violations.
Boundaries apply fixed rules to recent context; readouts mark when configured thresholds are crossed. For discipline review in your journal, not external market calls.
Edge Collapse Fingerprint
In plain terms: a compact label when the same boundary dimensions recur on historical in-scope trades.
Built from past trades and violations in your data when configured model thresholds align. Retrospective overlap only; not a market forecast.
First two trades / counterfactual
In plain terms: compare early-session behavior with your full session results.
The Review surface compares an early-session slice (first two trades per day) against all trades in scope. It is a scenario comparison for discipline review, not proof of causality.
Current assumptions and limits
- Several session-aware readouts are anchored to US equities regular session assumptions (ET).
- Import quality depends on broker export quality and timestamp consistency.
- Estimated violation cost is model-based and should be treated as decision support, not audited accounting.