reliability question: how do you handle Natural Language Processing?

[fox_archie]

There are several ways to approach Natural Language Processing, so I wanted to compare experiences.

I am particularly interested in reliability and customisation. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What would you tell someone trying this for the first time?