AI Governance Solution for Model Risk Management

This document is a technical report that outlines the AI Governance Solution developed by Tiger Analytics for managing model risk in an AI-driven environment. It discusses the challenges faced by financial institutions due to the increasing complexity of models and the lack of effective governance infrastructure. The report details the features of the solution, including scalable model and AI risk management, end-to-end model monitoring, and automated validation processes. It emphasizes the importance of regulatory compliance and the need for transparency in model governance. Additionally, the document presents various use cases where the solution has been implemented, such as automated model monitoring for a Fortune 1000 bank and the establishment of a GenAI observability platform. The report highlights the impact of the solution on operational efficiency, including faster time to insights and significant reductions in manual monitoring overhead.