What is a trading bot?

Definition

An AI trading bot is software that uses AI during research, strategy creation, market analysis or execution. It can inspect historical data, propose hypotheses, write strategy code and connect to an exchange or prediction market through an application programming interface.

A bot still needs explicit risk, timing, liquidity and order controls. Backtests and short live trials can reveal implementation problems, but profitable results over a small sample do not prove that a strategy has a durable edge or will perform safely in changing markets.

ELI5

A trading bot is a computer program that watches a market and buys or sells according to rules. Some trading bots use AI to study information, suggest strategies, or decide when to place an order.

For example, a bot might buy only when several price signals agree and sell if the loss reaches a fixed limit. A good-looking test does not guarantee future profit, so the bot still needs strict risk controls and careful monitoring.

How does an AI trading bot work?

It combines market data, a defined strategy, execution code and exchange connectivity to decide when and how to submit orders.

Does a profitable AI trading bot test prove future returns?

No. Short tests can be affected by chance, market conditions, costs and overfitting, so they do not establish persistent future performance.

  1. Kristian Fagerlie reviewing a GPT-6 weather trading dashboard on a black background with a tentative performance chart and a no-trade signal.
  2. Flat robot hand placing a token beside the words AI Builds a Kalshi Bot
Definition card for trading bot: What is a trading bot?

An AI trading bot uses AI-assisted analysis or decision logic to generate and execute trades under defined rules and controls.