RDT and RLDT are Explainable AI applications.
As the first step, Explainable AI creates models that are understood by engineers. The models are created from data by Machine Learning (ML) algorithms. Mitek is using custom-developed proprietary ML algorithms based on convex optimization.
The learned engineering models are used by AI functions to characterize performance, predict trends (longitudinal analysis), detect anomalies, and optimize decisions by evaluating impacts of process change alternatives.
Mitek's mission critical AI underwent rigorous verification and validation for US Air Force deployments. Using realistic simulated datasets, the AI was verified to accurately recover simulation models and scenario parameters from noisy data. This military grade AI is now available commercially.