01—04

I write to make a point of view testable. These notes are direct, practical and open about risks, dependencies and limits.

From AI Pilots to an AI Operating System for Wealth Management

Why private banks need a repeatable operating model connecting strategy, platform capabilities, governance, delivery and adoption.

Read field note

Choosing AI Use Cases in Private Banking

A practical framework for balancing impact, feasibility, risk, data, adoption and reuse.

Read field note

Governed Agentic AI: Control Without Killing Speed

How identity, permissions, approvals, evaluations and observability can enable safe execution.

Read field note

Relationship Managers Need Better Leverage, Not Replacement

Why the near-term opportunity is more preparation, responsiveness and capacity while preserving trust and judgement.

Read field note