Oil sands are a challenging source of bitumen. Operating a primary separation cell efficiently requires careful balancing of multiple parameters — a difficult task considering the poor visibility inside the apparatus. NTWIST offers a computer vision solution that monitors the level of middlings continuously and autonomously.