Sample Generator for Sensitivity Testing

Purpose

Sample Generator for Sensitivity Testing automates the generation of sets of input data used to evaluate the robustness and sensitivity of a model, supporting model testing activities within a Financial Services context.

Primary users

The primary user is not specified. The agent is associated with the FRM team and is intended for users involved in evaluating model robustness and sensitivity.

Where it fits (process/stage/trigger)

This agent fits into the model evaluation process when input data sets are needed to test how a model responds under different conditions. The specific maturity stage, trigger, or process step is not specified.

Key capabilities / workflow

The agent analyzes the available request details, checks whether the required information is specified, generates sets of input data for sensitivity testing, validates whether the generated samples provide sufficient coverage, refines them if needed, and delivers the resulting sample sets.

Inputs

Inputs are not specified. The available information only states that the agent generates sets of input data for robustness and sensitivity evaluation.

Outputs / Deliverables

The expected output is a generated set of input data for evaluating model robustness and sensitivity. Additional output formats, datasets, or documentation are not specified.

Value

The agent helps automate a model testing task by generating input data sets for sensitivity and robustness evaluation, reducing manual effort and supporting more systematic testing in a Financial Services environment.