• Covenant Venture Capital cautioned that AI can improve private credit underwriting but cannot replace human judgment on repayment risk.
• Inconsistent borrower data and limited default histories can undermine model reliability, particularly when market conditions deteriorate.
• Fully automated underwriting warrants caution when assumptions, data sources and decision logic cannot be explained.
• Investment managers should retain human authority over credit decisions, validate models against actual outcomes and test downside scenarios.

Disclaimer: This news brief was created by Public Technologies (PUBT) using generative artificial intelligence. While PUBT strives to provide accurate and timely information, this AI-generated content is for informational purposes only and should not be interpreted as financial, investment, or legal advice. Covenant Venture Capital LLC published the original content used to generate this news brief on October 30, 2026, and is solely responsible for the information contained therein.