SONIQE
Risk guide

AI Trading Bot Risks

Automation changes how trades are generated and executed. It does not remove market risk — and it can introduce additional technical and structural risks.

1. Strategy risk

The trading edge can weaken or disappear as market conditions change.

2. Leverage risk

Borrowed exposure can magnify small market moves into large account losses.

3. Overfitting

A model can look excellent on historical data because it was tuned to noise rather than a durable pattern.

4. Execution risk

Spread, slippage, latency and liquidity can make live results worse than simulations.

5. Broker and custody risk

Trading performance is separate from the risk associated with the entity holding or executing on your capital.

6. Fee drag

Subscriptions, commissions and performance fees reduce the return you actually retain.

7. Operational risk

Software, VPS, API, connectivity or copying failures can interrupt intended execution.

How to reduce avoidable risk

Verify live performance, understand drawdown and leverage, identify the broker and legal entity, read withdrawal and fee terms and begin with an allocation small enough to survive being wrong.

See the trading bot red flags →

Stress-test leveraged risk →