Michael Shang

← Insights

Career CapitalOctober 2025

What makes a banker transferable in the AI era

Beyond tools and templates—the judgment, context, and accountability that remain distinctly human when automation accelerates.

Overview

Tools change quickly; accountability and judgment do not. Transferability is less about software fluency and more about how you behave when the answer is uncomfortable.

What endures

Context, trade-off clarity, and ownership of recommendations remain hard to automate—and easy to recognise when they are present.