Best free tools to build your own CI system

What does it take to set up a Competitive Intelligence (CI) system? Is there specific software? is it very complicated? is it expensive? ...these are some of the most frequently asked questions that arise when someone is considering launching a CI project. One thing is clear: tools must be at the service of the process and never the other way around.