Newly valued at $2 billion, the AI 50 debutant originated as a chatbot for teenagers. Now, it has aspirations—and $100 million in fresh dry powder—to be the GitHub of machine learning.

The organisation didn’t want to concentrate on typical hosting – it wanted to look beyond this to emerging technologies such as AI and machine learning. For this particular project, AWS was chosen ...