Platform Features

Everything needed for structured broker-connected automation

From signal generation to live broker execution, AspirineX handles every stage of the automated trading workflow with observable, controllable, and auditable tooling.

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Signal Engine

Market structure signals, surfaced automatically

AspirineX scans market structure using displacement analysis, Fair Value Gap (FVG) detection, and sweep identification to surface only setups that match predefined strategy criteria.

FVG detection with mitigation tracking
Displacement candle analysis
Sweep and liquidity zone mapping
HTF structure alignment checks
Configurable signal confidence thresholds

Signals Scanned Today 14 Qualified setups surfaced from market scan

BTC displacement + FVG confluence detected
Structure alignment confirmed on 4H
HTF sweep resolved, LTF entry framed

AI Filter

Quality scoring before any execution starts

Before any signal reaches the execution layer, it passes through a trained machine learning model that scores setup quality based on historical context and feature relevance.

XGBoost / gradient boosted model scoring
Configurable confidence cut-off threshold
Feature importance transparency
Model version tracking and comparison
Training dataset management and rebuild tooling

AI Filter Pass Rate 68% Setups cleared through quality threshold

Model confidence ≥ 0.62 required
Score recorded per decision event
Rejected signals logged for audit review

Broker Execution

Structured routing from approval to broker fill

Approved signals flow through a controlled execution pipeline that verifies readiness, applies risk parameters, and submits to the broker with full event tracking.

Delta Exchange Live — primary supported broker
Paper trading mode with full position lifecycle
Risk-managed position sizing controls
Partial take-profit and stop-loss management
Readiness-first gate before any live order submission

Execution Mode Live Delta Exchange broker connected and active

Readiness check passed
Position size verified against risk rules
Order submitted with confirmation receipt

Runtime Monitoring

Operational visibility from signal to close

The AspirineX dashboard provides real-time operator visibility into all active positions, runtime health, broker sync status, and the full execution event log.

Live position tracking with PnL monitoring
Runtime event log with structured entries
Broker sync health with reconnection handling
Notification system for key operational events
Reconciliation view for position drift detection

Ready to explore

See AspirineX in your workflow

Request access to join the private beta and get a closer look at how signals, AI filtering, and broker execution fit together in your trading workflow.