No black boxes. Read the math.
The methodology behind the data layer, scoring model, signal gates and audit trail that power the desk.
Signal Pipeline
Ingest
Prices, FX rates and news are collected from configured sources and normalised into canonical symbols.
Clean
Duplicate stories are removed, stale data is rejected and every row keeps source attribution.
Score
Momentum, volume, breadth, news alignment and macro pressure are converted into evidence scores.
Explain
The desk turns the score into a readable verdict with drivers, risks and what changed since the last refresh.
Detector Ensemble
Momentum
24h and 7d direction. Stronger when both timeframes agree.
Source attribution is shown where the underlying widget supports it.Volume
Volume-to-market-cap ratio. Confirms whether the move has participation.
Source attribution is shown where the underlying widget supports it.Breadth
How much of the market is moving with the asset or sector.
Source attribution is shown where the underlying widget supports it.News alignment
Related headlines and source quality, separated from first-party verdicts.
Source attribution is shown where the underlying widget supports it.Macro pressure
Dollar, rates, gold and FX context that can invalidate crypto-only readings.
Source attribution is shown where the underlying widget supports it.Volatility
Detects whether the move is orderly or vulnerable to mean reversion.
Source attribution is shown where the underlying widget supports it.Correlation breaks
Flags when historically linked assets stop moving together.
Source attribution is shown where the underlying widget supports it.Confidence
A combined score. It is a filter, not permission to trade.
Source attribution is shown where the underlying widget supports it.Confidence Score
Noise
No published signal. Watch the market, but avoid over-reading weak evidence.
Monitor
Early setup. Requires more breadth, volume or macro confirmation.
Desk-worthy
Strong enough for a first-party desk note with clear invalidation.
High confidence
Multiple detectors agree. Still requires position sizing and risk control.