Individuals playing with AI increase their own productivity. But when everyone in the organization is rowing in different directions the business doesn’t benefit from the outcomes. Institutional AI means getting everyone rowing the same direction.

Your knowledge is the advantage.

Human centric.

Build your own toolbox.

Boring Tiny Tools.

Chesterton’s Fence.

Minimize AI surface area.

Meet people where they are.

It’s generative AI, not cost reduction AI.

Applied judgement.

Swing period of history.

Common sense is a superpower.

Individual AI and institutional AI.