We at Tucan.ai experience and drive the impact of AI on our daily lives firsthand, both as a user and a developer. Despite recent deteriorations in the investment climate, methods of machine learning and natural language processing are greatly redefining our ways of using computers and language. This is shown in the rapidly growing number of computational linguistics startups across Europe.