Explanation: Once an intrusion into your organization's information system has been detected, the first action that needs to be performed is determining to what extent systems and data are compromised (if they really are), and then take action.
This is the good old saying: "Do not cry wolf until you know there is a wolf for sure" Sometimes it smells like a wolf, it looks like a wolf, but it may not be a wolf. Technical problems or bad hardware might cause problems that looks like an intrusion even thou it might not be. You must make sure that a crime has in fact been committed before implementing your reaction plan.
Information, as collected and interpreted through analysis, is key to your decisions and actions while executing response procedures. This first analysis will provide information such as what attacks were used, what systems and data were accessed by the intruder, what the intruder did after obtaining access and what the intruder is currently doing (if the intrusion has not been contained).
The next step is to communicate with relevant parties who need to be made aware of the intrusion in a timely manner so they can fulfil their responsibilities.
Step three is concerned with collecting and protecting all information about the compromised systems and causes of the intrusion. It must be carefully collected, labelled, catalogued, and securely stored.
Containing the intrusion, where tactical actions are performed to stop the intruder's access, limit the extent of the intrusion, and prevent the intruder from causing further damage, comes next.
Since it is more a long-term goal, eliminating all means of intruder access can only be achieved last, by implementing an ongoing security improvement process.
Reference used for this question:
ALLEN, Julia H., The CERT Guide to System and Network Security Practices, Addison-Wesley, 2001, Chapter 7: Responding to Intrusions (pages 271-289).