AI Drawdown Control Explained
Drawdown is the gap between your equity high and where you are now. Strategies that last have hard rules for what to do when that gap widens. TRION enforces those rules in software, not in someone's discipline.
- 01 Drawdown control runs at two levels: per-strategy and account-wide.
- 02 Both caps are enforced by the deterministic risk engine, not the AI.
- 03 Crossing a cap blocks new entries; a forced exit is optional.
- 04 Measured trough-to-peak, with max drawdown and recovery factor reported.
- 05 Beta is paper-only — all halts run against simulated equity.
In-depth analysis
Most trading systems treat drawdown as a number you watch. TRION treats it as a limit the system enforces. The control runs at two levels, and both are owned by the deterministic risk engine, not the AI layer.
Two caps, both deterministic
The first cap is per-strategy: when a strategy's drawdown crosses its configured limit, new entries are blocked and a forced exit can be triggered. The second is account-level: when total account drawdown crosses a higher limit, every strategy pauses and requires explicit re-approval before resuming. The AI can analyze and explain what is happening. It does not approve, activate, or override these caps. A human does.
How drawdown is measured
TRION uses trough-to-peak equity decline as the primary metric, with a rolling-window figure reported alongside for context. Backtests report max drawdown, longest drawdown duration, and recovery factor, not just a flattering equity curve. The point is to show you the worst stretch, not hide it.
What this does not do
A drawdown cap limits how far a tracked decline runs before the system stops. It does not predict the next loss, and it cannot protect against gaps or data you never tested against. TRION is paper-only in beta: every cap, halt, and forced exit you see runs against simulated equity. Treat these results as a study of behavior, not a promise about live money.
What TRION adds
TRION's contribution is making the cap non-negotiable. The AI assists by surfacing why drawdown is deepening, but the halt itself is a deterministic rule a strategy cannot talk its way out of. You set the limits; the engine holds the line; you decide when to re-approve.
In beta everything is simulation-only and HOLD-only. There are no live orders, fills, or positions. What you get is a faithful rehearsal of how the controls behave, so the rules are already proven before any real capital is ever involved.
Frequently asked questions
What happens when drawdown hits the cap?
New entries are blocked. A forced exit is optional. You receive a halt notification with the full risk-engine reasoning.
Can I set different drawdown caps per strategy?
Yes. Each strategy has its own cap, plus a shared account-level cap that supersedes them.
TRION is a simulation-only, paper-only research and validation workstation. It is not a broker, exchange, investment adviser, or live trading system, and it does not provide investment, financial, legal, or tax advice. Trading and investing involve substantial risk of loss. Backtests and simulations are based on historical data and assumptions and are not guarantees of future results. Reviewed by TRION Research.