I have spent ten years building software that runs in production, not on slides. AI does not change that fundamentally: it amplifies what a team is already good at.
AI shifts where the work is: less typing, more deciding, checking and owning outcomes. That is why every rollout includes the question of who checks the results.
I am not the consultant who disappears after the workshop. I say early and clearly when an idea is not ready yet. An uncomfortable truth today beats a failed project in three months.
In the end only one thing matters to me: that your team can do more when I leave than before.