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Making the Black Box Accountable
Making the Black Box Accountable
AIRE: AI Risk & Explainability
How Compliance Leaders Can Tame AI & Stay Ahead of the Next Frontier of Risk
How Compliance Leaders Can Tame AI & Stay Ahead of the Next Frontier of Risk
How Compliance Leaders Can Tame AI & Stay Ahead of the Next Frontier of Risk
AI is no longer a future concern. It is a present reality for everyone. It’s embedded in the tools and decisions shaping today’s compliance landscape. But most oversight frameworks weren’t built for dynamic, black-box systems that operate autonomously. This white paper helps compliance leaders bridge the gap and covers:
AI is no longer a future concern. It is a present reality for everyone. It’s embedded in the tools and decisions shaping today’s compliance landscape. But most oversight frameworks weren’t built for dynamic, black-box systems that operate autonomously. This white paper helps compliance leaders bridge the gap and covers:
AI is no longer a future concern. It is a present reality for everyone. It’s embedded in the tools and decisions shaping today’s compliance landscape. But most oversight frameworks weren’t built for dynamic, black-box systems that operate autonomously. This white paper helps compliance leaders bridge the gap and covers:
Why traditional model risk management (like SR 11-7) falls short in the age of AI
How to evaluate AI systems based on autonomy, impact, and materiality
What regulators are beginning to expect, from NIST to the EU AI Act
The AIRE Framework: a practical approach to real-world AI oversight
Key questions every compliance leader should be asking right now before the regulators do
Why traditional model risk management (like SR 11-7) falls short in the age of AI
How to evaluate AI systems based on autonomy, impact, and materiality
What regulators are beginning to expect, from NIST to the EU AI Act
The AIRE Framework: a practical approach to real-world AI oversight
Key questions every compliance leader should be asking right now before the regulators do
*Updated August 2025 to clarify the status of an FTC enforcement matter and a June 2025 court ruling
Download the Whitepaper
AIRE Principle
“If you can’t explain it, you can’t defend it. If you can’t audit it, you can’t trust it. And if you can’t control it, it doesn’t belong in your compliance program.”
— Making the Black Box Accountable:
How Compliance Leaders Can Tame AI and Stay Ahead of the Next Frontier of Risk
AIRE Principle
“If you can’t explain it, you can’t defend it. If you can’t audit it, you can’t trust it. And if you can’t control it, it doesn’t belong in your compliance program.”
— Making the Black Box Accountable:
How Compliance Leaders Can Tame AI and Stay Ahead of the Next Frontier of Risk
Why Leading Firms Choose RayCor
Executive leadership from a former Chief Compliance Officer
Deep experience navigating licensing, examinations, enforcement, and remediation
Deep fintech, digital asset, and emerging technology expertise
Practical advice shaped by building compliance programs
Why Leading Firms Choose RayCor
Executive leadership from a former Chief Compliance Officer
Deep experience navigating licensing, examinations, enforcement, and remediation
Deep fintech, digital asset, and emerging technology expertise
Practical advice shaped by building compliance programs
Why Leading Firms Choose RayCor
Executive leadership from a former Chief Compliance Officer
Deep experience navigating licensing, examinations, enforcement, and remediation
Deep fintech, digital asset, and emerging technology expertise
Practical advice shaped by building compliance programs
Why RayCor
Built For Complexity, Not Checklists
Built For Complexity, Not Checklists
Conventional Compliance
Policy-driven
Reactive
Siloed Controls
Generic Governance Models
Built for Legacy Systems
The RayCor Approach
Operationally Credible
Regulator Facing
Systems-Oriented
Designed for Emerging Risk
Built for Modern Financial Services