Coin Lab

Every signal must pass the gate.

SHADOW research · Live trading off

Concept visualization

Overview

A research system that studies live market data, evaluates strategies, and sends every proposed action through a deterministic risk gate that passes or blocks it. Everything runs in SHADOW mode — recorded, never executed.

The problem

A strategy that looks good on paper can fail on fills, risk and operations. Those failures should be found without real money at stake.

Approach

Run strategies against live market data in SHADOW mode, and pass every proposed action through a deterministic risk gate that records whether it would pass or be blocked.

What it does

Live market data observation
Strategy evaluation
Deterministic risk gate
Shadow ledger with integrity checks

Status & scope

SHADOW research. Live trading is off; profitability is not claimed.

Longer shadow runs and stricter gate rules.

The visual above is a concept visualization, not a product screenshot. No private data is shown.