strolley

AI / Aug 10, 2026

Architecture before AI adoption

AI adoption works best when the organisation understands the workflow, data boundaries and system architecture first.

Many AI initiatives start with a tool selection exercise. That is usually the wrong starting point.

The useful questions come earlier: what decision or process should change, where does the required context live, what existing systems must participate, and where should human review remain in the loop?

Strolley treats AI as part of the wider architecture. That keeps evaluation, reliability, integration and ownership visible before implementation begins.