The government has systems in place for doing this. For example, the SBA has tons of data about small businesses across the country. You can get access to it... IF you are part of a research institution and go directly to their dedicated research facility so that you can't exfiltrate the data. Such a model is open, just not free. It would probably be the right model for this issue.