# The Company Wants AI Everywhere. Where Should It Actually Go First?

AI activity is expanding across teams without a common decision rule. Pilots multiply, vendors overlap, and leaders cannot distinguish useful operating change from demonstrations that never become dependable work.

Canonical URL: https://newphysician.org/executive-problems/company-wants-ai-everywhere-where-first/

## Related public resources
- [Executive Difficult Problems](https://newphysician.org/executive-problems/)
- [Fractional Executive Work](https://newphysician.org/fractional-executive/)
- [Discuss a Difficult Problem](https://newphysician.org/discuss/?interest=fractional_executive&article=company-wants-ai-everywhere-where-first)

Conclusion: The first AI project should create a reusable operating discipline, not merely an impressive demo.