
Data integration
AI as Devil’s Advocate
Lincoln staffed his cabinet with rivals so his plans got argued with before they got executed. A prompt pattern that makes an AI assistant do the same job for your decisions.
Thomas Niccum
1/7/2026
Notes on BI delivery, data integration and AI-assisted decisions, written by the people who do the work.

Lincoln staffed his cabinet with rivals so his plans got argued with before they got executed. A prompt pattern that makes an AI assistant do the same job for your decisions.

Most people ask ChatGPT a question and take the first answer. Asking it to interview you first, with role, context and task spelled out, produces something you can actually use.