AI & Data

Governing AI Models You Can’t Fully Observe in Production

Join chief AI officers, model risk leads and heads of AI governance for an invitation-only roundtable in Singapore. Focused on how banks running large AI portfolios catch model failures early — and build oversight that works without slowing the teams it governs.
October 13, 2026
Singapore
Roundtable Overview
Models degrade silently. Data lineage errors surface in production. Risk frameworks add friction without catching the problems that matter. The challenge is building oversight that finds genuine failures early without becoming the bottleneck that slows the AI programme it is meant to protect. This roundtable brings together chief AI officers, model risk leaders, and heads of AI governance to examine what working governance looks like — and where banks are still getting it wrong.
Closed-Door Discussion
Chatham House Rule
Peer-Driven
Pitch-Free
Discussion Points
How banks are detecting AI model degradation before it shows up as a business problem rather than a model alert?
How much engineering resource model governance actually requires, and how banks are stopping oversight from slowing teams building new models?
How banks are classifying which models need active ongoing oversight and which can run on a periodic review cycle?
Agenda

1815 - 1900

Arrival and Networking
Guests arrive and are welcomed into an informal reception ahead of the evening's discussion. An opportunity to meet fellow attendees and build connections before the roundtable gets underway.

1900 - 2000

Roundtable Discussion and Drinks
The group moves to a seated, moderated discussion guided by a structured agenda. An open, candid conversation among peers on the evening's core themes, with room for debate and different perspectives.

2000 - 2115

Three-Course Dinner
A private dinner in an elegant setting, where conversation continues in a more relaxed environment. An opportunity to deepen connections and continue the themes of the evening over fine cuisine.

2115 - 2200

Wrap Up, Q&A and Closing DrinksThe moderator draws out key takeaways and opens the floor for final questions and reflections. The evening closes with informal drinks, allowing attendees to continue conversations and explore next steps.

Who Will Attend
Chief AI Officer · Head of Model Risk Management · Head of AI Governance · Chief Risk Officer · Head of Responsible AI · Head of Enterprise Risk — AI
Apply to Attend
This is an invitation-only event with limited seating. Attendance is subject to approval to ensure a senior and relevant group. Please apply below. Further details will be shared upon confirmation.
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Talk to us
Delegate Enquiries
Esther Boctoy
+63 954 2910737
Email
Commercial Enquiries
Samuel Sackey
+65 842 12914
Email
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