I know YC typically gives small investments which works well enough for web startups, but do they give more to hardware companies like Senic that need things like materials, machines and parts?
Sounds like a job for latent semantic indexing. This is a very accessible piece on how LSI works and how it can be applied. http://www.knowledgesearch.org/lsi/