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Architecture

How Engines Work

The Unified Master Trade Engine (UMTE)

UTradeIT operates on a hive-mind architecture. At the center is the Unified Master Trade Engine. Instead of every trader learning the hard way in isolation, the UMTE aggregates anonymized trade data, extracts lessons, and evolves strategies globally.

1. Execution

Trades are executed across thousands of individual paper and live accounts based on local market scans.

2. Extraction

The Review Agent analyzes closed trades, extracting structured lessons about slippage, timing, and risk.

3. Evolution

High-confidence lessons trigger global parameter shifts, improving the baseline strategy for all participants.

The Four-Agent Lifecycle

1

Data Agent

Continuously ingests ticks, minute candles, and volume profiles. It identifies localized market regimes (trending, ranging, volatile) before passing context down the chain.

2

Strategy Agent

Evaluates the current regime against the active Strategy Weights (MACD, RSI, EMA crosses) to generate raw, un-filtered entry signals.

3

Risk Agent

The gatekeeper. Checks available margin, slippage models, dynamic daily drawdowns, and user-specific restrictions. Only pristine setups survive this phase.

4

Review Agent

Triggered asynchronously after a trade closes. Performs post-mortem analysis, extracts "Lessons," and determines if those lessons warrant an "Evolution" in global weights.