Kvantify develops software that runs both on quantum computers as well as classical compute architecture like CPU and GPU to solve the most challenging problems in chemistry and biology with speed and precision in order to design molecules that cure diseases. The quantum computer is the ultimate precision machine to describe the properties of molecules with quantum chemistry theory. In the near future the quantum computer will outperform classical computers with speed. Our quantum computing software will then be vital for speeding up molecular design. However, the quantum computer will not replace classical computer, the contrary will be true: quantum computing will produce accurate results at high speed that will keep classical computing infrastructure busy to build AI or physics-based models to cover large chemical and biological spaces in the pursuit of drug discovery. Today we at Kvantify are already prepared to couple the speed and accuracy of quantum computing with the power of classical computing clouds. Our software algorithms are designed to distribute calculations on the appropriate quantum or classical compute architecture in high- performance computing environments.