Insights
Articles shaped by delivery reality, not AI hype.
This section collects ArchAI perspectives on engineering, product delivery, offshore execution, AI adoption, and the operating decisions leaders need to make with clarity.
Featured ArchAI perspective
AI, Work, and Delivery
AI Is Not Replacing People. It Is Rewriting What We Value in People.
This article answers three questions directly: whether AI is replacing people, which kinds of people remain essential, and whether AI is actually cheaper once token usage, review effort, and quality control are counted properly.
Is AI replacing people?
What type of people are still needed?
Is AI more expensive than people, and what is the token dilemma?
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7 min read
