The hidden Compliance risk In AI: Why human review still matters

At GAIM Ops Cayman 2026, Sagan Weiss, Chief Compliance Officer & Deputy General Counsel at J. Goldman & Co., unpacked the overlooked risks that emerge when automation moves faster than oversight.

Allocators, managers and regulators are all exploring how AI fits into the future of hedge fund operations — but Sagan Weiss brings the conversation back to a fundamental question: What happens when firms rely on AI output without verifying it?

“The biggest compliance risk is not having a human review.”

— Sagan Weiss, GAIM Ops Cayman 2026

Key topics from the conversation

• Where AI genuinely helps in compliance workflows — and where it immediately hits its limits
• Why human verification remains essential, even as tools become more sophisticated
• How errors in AI output can escalate into regulatory or reputational issues
• What regulators expect as firms adopt more automation
• The operational changes firms need to make as AI becomes embedded in daily processes

A taste of the discussion

Sagan explains why AI can accelerate data‑heavy tasks but still struggles with the context, interpretation and judgment that compliance demands. She highlights the growing gap between what AI can produce and what firms can safely rely on — and why unchecked output is becoming one of the most underestimated risks in alternative investments.

Rather than slowing adoption, she argues for stronger oversight, clearer ownership of review processes, and training that helps teams understand both the capabilities and the limits of AI tools.

Watch the full conversation

Explore the full interview on our YouTube channel to hear how Sagan Weiss breaks down the real risks behind AI adoption — and why human oversight remains the backbone of compliant operations:

Want more conversations like this? Join the community at GAIM Ops West, October 25–27, 2026 at Waldorf Astoria Monarch Beach, CA.