Qognitive

Qognitive Inc. is a quantum machine learning company developing QCML (Quantum Cognition Machine Learning), a proprietary methodology that applies quantum-inspired algorithms to classical data analysis and prediction problems. Founded in 2020 and headquartered in Washington D.C., the company has demonstrated breakthrough results on benchmark datasets including MNIST and COIL20, achieving comparable accuracy to classical methods while reducing computational complexity. Qognitive works with IBM Quantum Network to develop and test quantum implementations of their algorithms. The company provides solutions for financial services including algorithmic trading, risk assessment, and fraud detection, as well as healthcare applications in medical diagnostics and patient outcome prediction. Qognitive's approach bridges quantum and classical computing by developing algorithms that can run on both quantum hardware and quantum-inspired classical systems.