Abstract: Embodiments receive a plurality of historical risk assessments and a plurality of quantum readiness levels; calculate a plurality of risk dimension metrics based on the plurality of historical risk assessments and the plurality of quantum readiness levels; calculate a plurality of risk assessment attributes dimension metrics based on the plurality of historical risk assessments and the plurality of quantum readiness levels; generate nearest neighbors nomination based on the calculated plurality of risk dimension metrics and the calculated plurality of risk assessment attributes dimension metrics; calculate a confidence of quality metric based on the generated nearest neighbors nomination; and determine that the confidence of quality metric is below a threshold; and execute a cryptography algorithm based on a determination that the confidence of quality metric is below the threshold.

Abstract: A computer-implemented method including: obtaining, by a computing device, a plurality of risk events; mapping, by the computing device, treatment actions to each of the plurality of the risk events; determining, by the computing device, an impact of the treatment actions on each of the plurality of the risk events; determining, by the computing device, a probability of implementation of the treatment actions; calculating, by the computing device, how the treatment actions affect other risk factors based on the determining steps; and providing, by the computing device, a recommendation of optimal risk mitigation based on how the first treatment actions affect the other risk events.