Our product idea tackles the analysis of massive amounts of data. Thus, we require relatively high computing power, data storage and bandwidth, and a rich, interactive UI. Consequently, we are going for a more traditional desktop app approach.
IMO, there's nothing wrong with either web, desktop, mobile, or whatever, which is why I don't understand the web vs. desktop wars that sometimes rage around here. Just use the right tool for the job.