A three-pronged approach combining BERT embeddings, vector search, and pattern recognition was used to enhance the intent analysis.BERT was utilized to provide the system with the ability to understand context.Efficient storage and search of BERT embeddings were implemented.Intelligent pattern recognition was incorporated to work with the embeddings.