Automation today is no longer limited to executing predefined rules. As businesses operate in increasingly complex and data-rich environments, there is a growing need for systems that can make decisions, adapt to change, and continuously improve over time. Traditional automation alone cannot meet these demands, especially when dealing with unstructured data, dynamic workflows, and real-time decision-making. Machine learning addresses this