A lot of chatbot projects in regulated sectors, especially financial services, have reached the realisation that Natural Language Processing (NLP) has severe limitations compared to the unabated hype.

Over the last five years, companies like Microsoft, IBM, Google, and Amazon have delivered amazing chatbot frameworks, providing tools like Microsoft Bot Framework, IBM Watson Conversation, Google API ...