Bank AI Center of Excellence upskilling

Context

A bank's AI CoE re-skilling for the agentic era. The capability targets skew to governance and model-risk validation — the highest bars in a regulated shop — where the fast lever (partner) doesn't work because the accountability can't be rented.

The decision

Build where it's regulated, partner where it's not: model-risk and AI governance must be built or hired because the bank owns the accountability, so reserve partnering for orchestration and eval where speed is safe.

What most miss

Teams pick the pathway by cost and speed and forget that in a bank some capabilities legally can't be outsourced — governance has to be in-house, which changes the whole build/hire/partner mix.

Stakes

Partner your governance capability and you've rented the one thing examiners hold you personally accountable for.