Paper Trading Platform with AI

The problem most paper tools ignore

Most paper trading tools are toys. Random slippage, no realistic queue position, no real position-sizing math. They tell you a strategy works when it would not. TRION takes the opposite stance: the paper runtime is built as the first boundary of a real execution engine, so the math you test against is the math that would matter later.

How the AI fits in

The AI assists. It helps you draft, explain, and analyze a strategy in plain language. It does not approve, activate, or execute anything. Every signal routes through the same risk checks a live system would use, and the broker boundary stays HOLD-only. Each test carries explicit flags (simulation_only=true, can_trade=false, paper_only=true) so there is no ambiguity: nothing here touches a real market. You decide what to keep.

What you actually get

You get a documented, repeatable record of how a strategy behaved under realistic slippage and fee assumptions. Where data is not available, TRION shows N/A rather than inventing a number. That is the honest limit: this is validation, not a promise of future results. A strategy that survives paper runtime is one worth examining further, not one guaranteed to make money.

The mantra holds throughout: AI assists. TRION validates. Risk protects. Humans decide.

TRION's paper runtime is built as the first boundary of a real execution engine, not a throwaway sandbox. Strategies pass through the same risk checks and position-sizing math you would want in production, which makes a passing result meaningful rather than cosmetic.

It is paper-only and HOLD-only by design in beta. Nothing routes to a broker or exchange, no real orders or fills exist, and the AI never decides for you. You get a defensible test record; you keep the judgment.