The Eltrove
Engine.
One model, trained in-house, reading every symbol on every cycle. The Eltrove Engine weighs its own signal layers, scores its conviction, and stays out of the market when it isn't sure. No trade enters the book without conviction.
Built, not bolted together
Markets reward humility. The firms that survive over decades — Renaissance, Two Sigma, AQR — don't bet on one perfect indicator. They combine many weakly-correlated signals into a single disciplined view. The Eltrove Engine is built on the same principle, end to end, as one model we trained and own.
Inside, the Engine reads a symbol through several signal layers at once — each looking at a different face of the market. When the layers reinforce each other, conviction is high. When they pull apart, position size shrinks, or the trade is skipped entirely.
What the Engine reads
- Trend: the direction and strength of price over multi-day and multi-week windows.
- Momentum: short-horizon return pressure across price and volume.
- Macro: VIX, SPY trend, sector rotation, and catalyst proximity, used as regime gates.
- Risk posture: every read is scored for risk-adjusted return, not raw accuracy — the Engine would rather miss a trade than take a bad one.
How a signal gets approved
The Engine reads the symbol
For a given symbol, each signal layer produces a directional read and a confidence. No layer's read leaks into another's.
Recent-performance weighting
Each layer is scaled by its rolling out-of-sample accuracy. A layer that's been sharp in this regime carries more weight than one that's drifting.
Threshold + risk gate
Aggregate conviction must clear a regime-aware threshold. Position size scales with confidence. Below threshold = no trade, not a reluctant trade.
Hand-off to execution
Approved signals flow to the automated execution layer with sizing, stop, and exit logic already attached.
What you don't get
The Eltrove Engine is not a black-box stock picker shouting "BUY NOW." You'll see the Engine's conviction, the signal layers behind it, the position size it produced, and why a trade was skipped when it was. The dashboard shows the work.