Palqee at Ai4 2026: CEO Sabrina Palme to Speak on Oversight Intelligence in Banking

Jul 24, 20262 min readBy Andre Quintanilha

We’re excited to share that Palqee CEO Sabrina Palme will be speaking at Ai4 2026, taking place at The Venetian, Las Vegas, from August 4–6. As financial institutions accelerate their adoption of AI, the industry is confronting a critical gap: traditional evaluation frameworks do not reflect how AI systems behave inside real, regulated workflows.

Sabrina will be hosting a roundtable session titled:

AI Oversight in Banking: Why Evaluation Frameworks Fail in Production [ RSVP Here ]

What the Roundtable Covers

Financial institutions have invested heavily in AI assurance: benchmarks, offline testing, human‑in‑the‑loop review, and generic LLM‑as‑a‑judge frameworks. Yet these approaches consistently fail to capture how systems behave in production environments where:

Policy adherence is non‑negotiable
Edge cases dominate real customer interactions
Decision ambiguity is the norm, not the exception
Human and AI workflows interact in unpredictable ways

This session examines the widening gap between model validation and operational oversight, and how institutions are designing evaluation layers that reflect regulatory expectations, human decision standards, and the realities of high‑risk workflows.

Participants will share how they are building oversight mechanisms that move beyond static testing and toward continuous, real‑world evaluation.

Connect with Our Executive Team at Ai4

If you’re attending Ai4, this is the best week of the year to spend 30 minutes with the team building and deploying Oversight Intelligence at enterprise scale.

Book time with our executives at Ai4 here: https://www.palqee.com/book-a-demo

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