IQ — EQ says AI helps loan market manage bespoke documentation complexity without forcing standardization

IQ-EQ analysis flagged AI as a near-term tool to manage loan-market complexity, not a cure for weak data standardization. Automation can extract terms from bespoke credit agreements, reducing manual rekeying while leaving negotiated variation largely intact. Human oversight stays central for servicing, accounting, risk, compliance, client reporting; required assurance varies by use case. Biggest strategic payoff seen in interoperability via common data definitions, identifiers, schemas, not uniform legal documentation. Shift toward broader “data discovery” from documents, supporting portfolio decisions as extraction costs fall. 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. IQ EQ Fund Management (Ireland) Ltd published the original content used to generate this news brief on October 13, 2026, and is solely responsible for the information contained therein. (C)