In the future, we hope to develop this to the level where only the Company name is required and all other aspects are performed automatically with no intervention required. Furthermore, support for horizontal scraping and the ability to mass predict company names to company domains then convert these to email prefixes is a desired feature. We would also like to add Natural Language Processing (NLP) to discover the types of roles and departments that could allow us to separate departments and groups of employees for brief visualisation of relationships.