Insights

Thinking on the operatingfuture of wealth.

Perspectives on AI, operations and the operating models reshaping private wealth, from the team building WealthAi.

Trust by Design16 October 20266 min

Singapore finalised its AI guidelines. Now the clock is yours.

Singapore's final MAS AI guidelines set two deadlines. Boards own risk from October 2027. Agentic AI is in scope today — without a rulebook to follow.

Agentic AI systems — software that takes actions, accesses tools, and completes tasks without human approval at each step are already operating inside Singapore's supervisory framework for financial institutions. Firms have been running these systems with no new rules, no checklists, and no deadlines handed over. That is not reassurance. It is the clock, already running. On October 7, the Monetary Authority of…

Lynn RaebsamenChief Markets Officer

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Outcomes15 October 20266 min

AI in Wealth Management Should Be Measured in Outcomes, Not Tokens

Why the next era of AI in wealth management will be judged on client outcomes.

Pratim DasChief Architect

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Client File1 October 20267 min

Don't automate the workaround. Fix the Client File.

Lynn RaebsamenChief Markets Officer

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Governance20 September 202610 min

Every firm has an AI policy. Not every firm has an audit trail.

A policy tells a supervisor what you intended. An audit trail tells them what happened — and why explainability alone is not enough.

Lynn Räbsamen, CFAChief Markets Officer

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Compliance9 September 20266 min

Compliance is shifting from periodic to continuous. Here’s where to start.

Three themes from WealthAi’s Compliance Launch Group, and where firms should focus first.

Harry KyprianouHead of Product

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