US Patent 11915325 Quantum enabled resource activity investigation and response tool

The invention includes an activity investigation and response tool which comprises both a quantum computing element and a machine learning or artificial intelligence model in order to analyze historical data and build a reference point for examining real time data streams. The activity investigation and response tool may seamlessly interact with entity systems in order to transmit findings for display via classical computing systems, and potentially for human review. Qubits from historical data are entangled with real time input streams in an iterative fashion in order to locate best-correlation output and decisioning.