Automation involves the use of technology and machines to perform tasks or processes with minimal human intervention. 

It is driven by various technologies such as artificial intelligence, machine learning, robotics, and software systems. These technologies enable automation .

Basic Automation: This level involves automating simple rule-based tasks that follow a predictable pattern. 


Robotic Process Automation (RPA): RPA uses software robots or bots to automate repetitive tasks that involve interacting with computer systems and applications. 

Cognitive Automation: This level of automation utilizes artificial intelligence algorithms to analyze data inputs from various sources and make decisions without human intervention. 

Robotics: Industrial robots are used in manufacturing processes for tasks like assembly line work or welding operations where precision and speed are required. 

Autonomous Systems: This level refers to self-driving vehicles such as cars or drones that operate without direct human control using sensors, cameras,, navigation systems.


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