Fixed Income 2026: AI Applications in Credit Analysis, Covenant Review, and Distressed Debt

While equity markets received early attention from AI innovators, fixed income represents perhaps the greater opportunity. The complexity of bond indentures, the diversity of issuer situations, and the opacity of private credit markets create ideal conditions for AI-driven analysis. This specialized webinar focuses exclusively on applications across investment-grade, high-yield, and private credit markets.

Our faculty includes credit analysts who have developed proprietary AI systems for covenant analysis, distressed debt specialists using machine learning to model recovery scenarios, and technologists building next-generation fixed income trading platforms. We will demonstrate how large language models can review hundreds of pages of bond documentation in seconds, flagging unusual covenant structures and comparing terms across issuers. Private credit case studies will illustrate how alternative lenders are using AI to streamline underwriting and monitor portfolio companies.

Fixed income portfolio managers, credit analysts, and private debt professionals will discover how AI can augment their analytical capabilities without replacing professional judgment. The session includes a practical framework for evaluating commercial AI tools versus building proprietary solutions.