Blackmond is a team of engineers who build software for oil, gas and water operations. We started from one idea: data-driven models are fast, physical models are reliable, and a model that combines them can be both. Hybrid grew out of research at the University of Calgary on combining machine learning with decline-curve physics. SmartFlow applies the same idea to what happens inside pipes and vessels. In both, we would rather a model say it does not know than give a confident wrong number. Contact us to set up a meeting with our team.