Algorithmic trading systems use computer algorithms to execute trades in financial markets at high speeds. They rely on mathematical models and historical data to identify trading opportunities. These systems analyze market conditions, make decisions in real-time, and can execute thousands of trades in seconds, aiming to maximize profits while minimizing risks for traders and investors.