To help financial institutions meet new requirements, accelerate model development and deployment and reduce model management complexity, Oracle Financial Services introduced Oracle Financial Services Analytical Applications R Modeling Framework as a new component for Oracle Financial Services Analytical Applications Infrastructure. The R modeling framework extends Oracle Financial Services Analytical Applications' metadata driven approach to analytics, to statistical modeling in R. This approach supplements the modeling process and supports compliance with the Pillar I and the Internal Capital Adequacy Assessment Process stress testing requirements of the Basel II Accord. o Improve performance by deploying and running models co-resident with data.