MADOIntelligence
The intelligence and analysis engine
The intelligence engine is what precedes a decision: the data, the models, and the assumptions. What cannot be explained does not ship.
- Model
- Regime classifier · v4.2
- Trained
- Q1 2026
- Scope
- Liquid futures, 6 venues
- Valid for
- Sustained regimes over 5+ sessions
- Fails on
- Single-session gaps and thin overnight books
| Source | Quality | Latency | Gaps |
|---|---|---|---|
| Price and volume | Tick, 6 venues | Sub-second | Venue halts |
| Term structure | End of session | Daily | Roll windows |
| Macro releases | Scheduled | On release | Revisions |
What it covers
- 01
Data layer
Sources documented by quality, latency, and gaps — no data of unknown provenance.
- 02
Models
Every model carries its domain of validity and the cases where it fails.
- 03
Validation
Out-of-sample testing before production, and periodic revalidation after it.
- 04
Explainability
Model output is presented alongside the factors that moved it.
Other arms