6. The Compliance Singularity: From Reactive to Predictive Governance

Sub-header: Building real-time, rules-aware compliance systems.

Mini Description: Compliance doesn’t have to lag reporting cycles. This paper introduces a framework where AI continuously monitors, validates, and escalates covenant compliance using the “Bouncer” model — a shift from reactive checks to proactive intelligence.

Highlights:

• The Bouncer: continuous rule validation architecture
• Use case: automated detection of covenant drift across portfolios
• Results: 80% reduction in audit prep and compliance lag

Context: Designed for CCOs and COOs rethinking credit governance models.

Already shared with senior leaders at top private-credit platforms.