An invention forcing an aggregate risk model to be consistent with standalone models is provided. A revising transformation parameterized over and an objective function minimized over, the orthogonal group are provided, least changing cross blocks of covariance matrices, preserving information in original cross block correlations, consistent with a prescribed revised sub-block.