AI in requirements based testing


I am trying to build an AI model which should generate new test cases from requirements. Requirements are written in natural language and available via REST API json format. I am new to NLP, so can anyone please provide some insights on how I can proceed. Level of testing is system testing so I wont be having access to source codes. I just want to understand the approach to get an idea whether this is feasible to implement.
Thanks in advance!

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