AI becomes valuable when it improves a real decision or workflow. Start with the work, not the model.
Define the human decision owner, acceptable error boundaries, evidence requirements, and fallback path before selecting technology.
Treat this sample article as editable demonstration content. Replace its author and review date before publication.