From Prompt Engineering To System Engineering - What Actually Changes In Enterprise AI Systems

Early AI projects spend most of their time on prompts. Teams experiment with: wording role instructions formatting temperature examples output structure And honestly, that works for a while. You can improve results fast just by changing prompts. But once AI systems move into enterprise environments, prompt engineering stops being the main engineering problem. System engineering takes over. That transition changes almost everything. Prompt Quality Stops Being The Bottleneck I...