Insights
Articles on AI, IT strategy and delivering technology change. With concrete examples, sources and explicit limits.
AI and judgment: established methods for complex decisions
Language models can propose options, challenge assumptions and check calculations. Sound decisions still depend on a clear problem, reliable evidence and accountable judgment. Kupermann Decision Partner makes that work explicit.
AI in the mid-market: How we use the time we gain
AI can make previously unaffordable projects viable. Whether the resulting capacity brings relief or greater pressure also depends on who decides how that time is used.
AI and craft: A two-minute reference, a hundred hours of painting
An image generator gave me a reference in about two minutes. A hundred hours into the oil painting, the canvas was still unfinished. Working on it sharpened my view of what I want automation to do.
Souprise: checking business answers against their source records
Souprise separates business-data queries from the wording of an answer. Published tests report correct results in bounded scenarios. Data quality, question interpretation and access controls still need checks in the intended deployment.