Principles of AI Governance and Model Risk Management: Master the Techniques for Ethical and Transparent AI Systems

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

J. SaylesPrinciples of AI Governance and Model Risk Managementhttps://doi.org/10.1007/979-8-8688-0983-5_19

19. AI Model Inventory and Facts

James Sayles¹  

(1)

Spring, TX, USA

 

As organizations increasingly integrate AI into their core processes, it becomes imperative to have a robust understanding of the AI models driving these systems. This is where an AI Model Inventory and accompanying AI Factsheets come into play, offering essential tools for AI governance, transparency, and responsible deployment.

An AI Model Inventory is a centralized repository documenting key information about each AI model used across an organization. It goes beyond simply listing models ...