Using the latest from machine learning research in enterprise products is hard. Research projects are built to advance research goals. Its not easy to convert papers, code, and scripts in products. They are difficult to maintain and scale.
Malte Pietsch is a Co-Founder of deepset explains their approach to scaling research into production ready enterprise scale applications.