At IdeaboxAI, As an AI startup we have firsthand experience in architecting solutions for various customer use cases. In fact, we find that 4 out of 5 such use cases directly or indirectly require the integration of Natural Language Processing (NLP) to generate SQL queries. We believe this is primarily because structured data sources have consistently dominated the market for several decades and you can’t just ignore them. One of the main challenges we have faced is moving from POC stage to productionizing these solution.