Q:How do I avoid becoming a feature factory?

Avoiding a feature factory mainly means shifting the team's measure of success from outputs to outcomes, and most of the sources agree that this starts with a clear, negotiated outcome. Teresa Torres argues that a clear desired outcome sets scope and success measures for discovery⁵, while Marty Cagan says a feature factory's strategy is effectively to deliver as many features as possible⁶.

01Define outcomes, not feature lists

• Torres distinguishes outputs (what you ship) from outcomes (the impact on customers or the business) and advises defining the desired outcome before discovery starts⁵.
• Cagan suggests turning each feature on your roadmap into a problem plus a success measure, which is a simple first step toward an outcome-based roadmap⁶.
• Torres recommends negotiating outcomes between product leadership and the team, combining business priorities with customer insight⁵⁴.

02Keep discovery going alongside delivery

• Cagan notes that a feature team is handed solutions, so discovery is largely absent, and that a PM can earn more discovery responsibility by showing command of business viability and customer needs⁷.
• Torres advises teams to keep a steady weekly rhythm of customer interviews, prototype tests, and assumption tests⁴.
• Ben Erez notes that PMs on feature teams who push for outcomes often face pushback and need a strong product leader plus extra effort¹.

03Make roadmaps honest about uncertainty

• Torres argues feature-and-date roadmaps create false certainty, and suggests pairing Now with solutions, Next with opportunities, and Later with outcomes³.

PM Atlas doesn't cover how to persuade a CEO who prefers a feature factory to change direction.