# Field notes

Observations from the front line of ecommerce strategy, platform architecture, and execution.

- [The AI Adoption Window Is Closed. The Optimization Window Is Open.](https://www.arcadia-consultancy.com/blog/the-ai-adoption-window-is-closed-the-optimization-window-is-open.md) (22 May 2026)