Yeah, I will say it provides a good excuse to leadership & external stakeholders for fixing technical debt and working cross-functionally! Making infrastructure "AI-ready" and all that.

I imagine more of the benefit of AI will come from companies prioritizing infrastructure and effective organization than from the technology itself.