By: Old West Solutions

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A terminal for traders who would rather know than guess. Test what you are about to do against the conditions that actually occurred — then act on what the record tells you, not on a feeling.

General Exchange — rider crossing the ford at dawn

II/Execution

Interactive Brokers execution, embedded directly into the workflow.

Execution layer · Interactive Brokers
LIVE QUOTES

Wallet view · account context

Portfolio$1,284,220
Buying power$392,110
Available margin$188,440
Daily P&L+$12,842
Open risk$71,300

Margin and buying power refresh on every quote tick — execution sizing stays inside live account limits.

Options chain · live contract pricing

SPY · Apr 18 · 480.12 · +0.34%
StrikeBidAskLastSpr
470
12.1012.4512.400.35
475
8.658.928.850.27
480
5.465.725.600.26
485
3.043.223.150.18
490
1.541.691.620.15

Quotes shown before order submission for price-aware execution. ATM row pinned for the working strike.

Quote latency

14 ms

Route

SMART

Pre-trade checks

passed

III/The model

One normalized market state. One supervised model. Every decision measured against what actually happened.

General.Exchange turns point-in-time market data into calibrated trade probabilities, then tests every signal against historical outcomes before it reaches execution.
Demo model outputSupervised · point-in-time · walk-forward

NVDA

$104.75

Model probability

42.0%

Expected return

+0.0%

Confidence

High

Model
RegimeTrend continuation
Window

Model decision

09:42:00 ET

Price$105.16
Raw probability51.0%
Calibrated47.0%
Bias adjustment-5.3%
Final probability42.0%
Expected return+0.0%
Realized return+2.0%
RegimeTrend continuation
Liquidity0.91
OutcomeWIN

Prediction, adjusted for what the model gets wrong.

Raw model51.0%
Calibrated47.0%
Bias / regime-5.3%
Final42.0%

Model

-2.5%

Data

-0.6%

Regime

-0.1%

Execution

-2.1%

Why the model moved

Momentum
-1.5
Liquidity
+0.3
Volatility
-1.0
Regime
-1.2
Sentiment
-1.1

51.0% raw → 42.0% final

Current regime

Trend continuation

Volatility37th pct
Liquidity82 / 100
Momentum-0.01
Risk pressureLow
Final probability42.0%
Model confidenceHigh
Comparable cases1,965

Expected vs realized

Model error is visible by design. The system earns trust by showing where estimates diverged from outcomes.

ExpectedRealizedLast error +2.0%

Model calibration

PredictedObserved
  • 35% predicted50% observedn=10
  • 45% predicted40% observedn=10
  • 55% predicted63% observedn=8
  • 65% predicted89% observedn=9
  • 75% predicted8% observedn=8
  • 85% predicted8% observedn=8

Historical validation

Walk-forward test3 folds
Decisions1,842
Win rate43.0%
Avg return+0.0%
Max drawdown-15.0%
Sharpe ratio0.66
Calibration error46.00%
Brier score0.230

Train 2019-01-02–2023-12-29 · Val 2024 · Test 2024+

Every prediction has a past.

Every model decision is tied to the exact point-in-time feature state used to produce it.

Feature snapshotsnap-2025-08-14-NVDAModel versionlgbm-v3.2PredictionGE-NVDA-20250814-0942Backtest resultbt-NVDA-wf3

Prediction is only the first number.

General.Exchange measures what the model expected against what actually happened. Every signal is calibrated, stress-tested, and evaluated against point-in-time historical data before it becomes part of the decision layer.

Supervised learning · Point-in-time data · Walk-forward validation

IV/Inference

From market state to trade signal — only when the probability is worth acting on.

General.Exchange combines live market state, retrieved context, learned historical patterns, and cached intelligence to evaluate candidate trades in real time. Weak signals are filtered out before they reach the decision layer.
Inference engine · real-timeDemo inference
READY

No signal

68.6%

Threshold 70.0%

Not enough edge to surface.

Inference trace

GE-TSLA-2026-08-31-0942Market ms_8f2aRAG rag_71cdModel lgbm-v3.2isotonicFILTERED

Real-time inference

Market state is evaluated first. Only context relevant to the current regime enters the decision layer.

Context without the weight

RAG retrieves only the information relevant to the current setup. Cached context keeps inference light, fast, and repeatable.

Selective signals

Calibrated probability, expected return, regime, and execution constraints determine whether a candidate survives.

Traceable decisions

Every inference carries its market snapshot, retrieved context, model version, and final decision.

V/Research Library

Build, fork, and govern strategy research in one institutional library.

Research Library · strategy workstation
1,284 strategies+ New

Folders

Mean Reversion

14 strategies

Momentum Breakout

9 strategies

Earnings Plays

22 strategies

Workstation

Paper
Live
Archived

Momentum Breakout · 9 strategies

StrategySharpeVerStatusAction

Gamma Squeeze Fade

TSLA

1.62v4
live
ForkLoad

Premium Harvest

SPY

2.04v11
live
ForkLoad

Earnings Straddle

AAPL

1.18v2
review
ForkLoad

Vol Contraction Play

QQQ

1.44v6
paper
ForkLoad
Premium Harvest v11 · loaded to workstation● active session

VI/Newspaper

The market newspaper for decision-makers.

Bridge Observer · morning briefingMorningstar-style layout

Today's lead story

Futures hold gains as commodity curves tighten and macro liquidity rotates back into risk.

Our morning desk read shows participation broadening across cyclicals while index downside hedging fades. The notable change is concentrated in commodities-linked transport and energy proxies.

US 10Y

4.18%

-4 bps

WTI

$79.42

+1.7%

DXY

103.1

-0.3%

Sections

Market Pulse

Who added risk, who reduced.

Flows & Positioning

Institutional pressure map by sector.

Volatility Desk

Regime shift watchlist and catalysts.

Commodities Tape

Term structure and basis stress scan.

Market narrative

Session-level context on participation, pressure, and structural changes that matter now.

Flow intelligence

Institutional prints, options flow, and liquidity shifts translated into an actionable brief.

Execution context

Where conditions are favorable or hostile before risk is committed to the tape.