Considering in-house web automation?

Recently I have had numerous conversations with people at various tiers of companies all over the place who are toying with the idea of building their own test automation and continuous integration infrastructure. Since I have spent a considerable amount of time dealing with such undertakings I decided that it might be worth the time [...]