We analyzed hundreds of product decisions made without structured research. The pattern was consistent.
Teams that relied on intuition moved fast — and often reversed course months later at much higher cost.
## The Numbers
- 40% of gut-feel feature launches were rolled back or heavily reworked within 6 months. - Average cost of a reversed market entry decision: 4–7× the cost of proper upfront research. - Teams with structured briefs before major decisions were 3× more likely to hit their 12-month targets.
## Why Gut Feel Fails
Intuition works well when you have deep domain experience and the problem is familiar. Most product decisions are neither. You're entering new markets, building for new customers, or responding to new competitors.
In those moments, speed without structure is just expensive guessing.