Abstract: Systems and methods of the present disclosure provide a bidding proposal system for bidding proposal preparation. The bidding proposal system includes an artificial intelligence (AI)-assisted system, which generates a predicted bidding proposal based on a received request. In the system, a natural language processing technique is applied to automatically generate potential answers to the questions asked by the purchaser. The systems and methods described herein enable a computing system to understand natural language of a user by identifying the user intent and providing information to generate an answer based on the user intent.