Beyond the standard issue of having a lot of lists with no accountability, my team found that there wasn't a lot of intra-organization collaboration. This made meeting deadlines much harder since information wasn't shared on time or at all in some cases, and there was a lot of duplicative work. Of course, none of the stakeholders wanted to live like this but it's pretty hard to see past daily work without the help of a project manager to set everything in context.