Rule-Based Systems are AI systems that operate based on a set of predefined if-then rules. They interpret input data, apply these rules, and derive conclusions or actions accordingly. These systems are effective for straightforward decision-making processes, expert systems, and diagnostics where explicit rules can be formulated, providing transparency and consistency in their operations.