The First 90 Days of AI Adoption

Most organisations do not need a massive AI transformation programme on day one.

They need a sensible first 90 days.

The goal is not to solve everything. The goal is to move from uncertainty to clarity.

A simple first 90-day approach might look like this:

Stage	Focus
Days 1–30	Understand current use, tools, risks, data and staff confidence
Days 31–60	Set simple guidance, identify pilots and provide practical training
Days 61–90	Review what worked, refine policy and build a practical roadmap

This approach works because it avoids the two classic mistakes.

Mistake one: doing nothing and hoping AI turns out to be a fad.

It will not.

Mistake two: trying to transform the entire organisation by next Friday.

Please do not.

Good AI adoption is staged. It is practical. It is measured. It protects trust while creating momentum.

Start small. Choose real problems. Keep the risk manageable. Learn from the first pilots. Then scale what works.

The best AI strategy is not the flashiest one.

It is the one your organisation can actually understand, trust and implement.