Ask HN: What problems does blockchain solve?

People seem to be raving about blockchain technologies and new startups are popping up to apply it to new industries every week. How does blockchain actually help a sector like healthcare, finance, retail, etc? Are there examples of where having a decentralized data store solved major pain points?