The Answer Got Cheap. Checking It Didn't.
The cost of producing an answer collapsed. The cost of checking one didn't. In data analysis that gap is wider than it looks — because code fails loudly and analysis fails quietly.
Nobody Asks a Dashboard a Second Question
Every analytics tool is built to answer the first question — what happened. The second one, why and what do I do about it, is where the instrument goes quiet. That gap is where decisions actually live.
The Workflow Has Two Halves. Only One of Them Has a Product.
Six steps sit between a business question and a decision. Every analytics tool you own serves one of them. The other five never got a product — so they run on your analysts' hours, eating the judgment work they were hired for.
You Already Have the Data. You Don't Have the Answer.
For a decade you were told to collect everything, and clarity would follow. You collected everything. The clarity never came — because the constraint was never access to data, it's the reasoning that turns data into a decision.
The Hunch Tax
Most of what your team decided this week was a guess in a data costume. For decades that was the smart move — checking cost more than the answer was worth. The cost of a trustworthy answer just collapsed, and the hunch you decided on stopped being rational.
The Question Is the Scarce Asset Now
AI collapsed the cost of the answer. The bottleneck didn't disappear — it moved to the question, the half of the workflow almost no analytics tool was built to serve.