I think for larger companies where transparency is low, many employees will not want to answer these questions, or they'll reply with something negative.

Perhaps you could have an "answer anonymously" checkbox available.

Love the concept. If it rolled out to large corporations, you could even use your natural language processing stuff from your other projects to categorize major learnings.