20250190827. System Method Fuzzy Log (FAIRLY AI .)

SYSTEM AND METHOD FOR FUZZY LOGIC BASED MODEL RISK MANAGEMENT

Abstract: embodiments herein generally relate to a system and method for model risk management (mrm) of an artificial intelligence (ai) or machine learning (ml) model. in at least one example, the system comprises: an ai validation system (aivs) comprising validation processing subsystems, which comprise a fuzzy logic controller (flc) to implement a fuzzy logic mrm program associated with the ai/ml model. validation devices are communicatively coupled to the validation processing subsystems and flc. the flc receives metadata related to risk management inputs and outputs for the fuzzy logic mrm program. the metadata is received, and a rule base is created. the mrm program receives the inputs from the validation devices, pre-processes the inputs, and fuzzifies the pre-processed inputs. rules in the rule base are executed using the fuzzified inputs to calculate rule consequent values, which are aggregated. an output fuzzy state is assigned, and actions are performed based on the assigning.

Inventor(s): David VAN BRUWAENE, Nikola GRADOJEVIC

CPC Classification: G06N7/02 (using fuzzy logic (computing arrangements based on biological models ; computing arrangements using knowledge-based models ))

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