And their popularity has taken off fast. Developer of a quantum computer based on superconducting qubits. It develops QC software to solve intractable industry issues. StartupTalky Arbaz Sayed. They are the leading provider of software solutions that enable error diagnostics, error suppression and performance validation software for quantum computing hardware. February 20, Burnaby Canada. Based in Paris, France, Qubit Pharmaceuticals is one of the only quantum computing companies developing a platform to accelerate drug discovery, using a mix of HPC and early-stage quantum computers by developing ATLAS, a software suite for the discovery and test of drug candidates running on supercomputers to co-design new drugs with pharma and biotech companies. Quantum computing can also increase the efficiency of machine learning algorithms and significantly reduce the massive amounts of energy they require to sort through data. Quandela Manufacturer of devices to source photon-based qubits.