Backlash Grows Against PM Frameworks like RICE

## Backlash Grows Against PM Frameworks like RICE The critique labeling prioritization frameworks like RICE and Kano as "corporate theater" stems from their perceived illusion of scientific accuracy. In practice, product managers often make intuitive decisions first and then adjust the framework's scores to justify their choice. This turns the framework into a performance for stakeholders, rather than a tool for genuine decision-making. The RICE framework, developed by Intercom's Sean McBride, aimed to reduce bias in product decisions by scoring initiatives based on Reach, Impact, Confidence, and Effort. However, critics argue that the numerical values assigned to these categories are highly subjective, which can lead to inconsistencies and reflect personal biases rather than objective analysis. This subjectivity is a key reason why such frameworks are seen as easily manipulable. Similarly, the Kano model, created by Noriaki Kano in the 1980s to classify customer preferences, faces criticism for its reliance on customer surveys, where the interpretation of responses can be subjective and lead to inconsistent results. The model's categorization of features has been described as a weaker theoretical spot, especially for tech products where the lines between "must-haves" and "attractive" features are often blurry. In response to this complexity, there is a growing movement towards simpler, more fundamental approaches. One such alternative is a five-question framework that forces product managers to articulate the core of their initiative: * What problem are we solving? * For who specifically? * How will we know it worked? * What's the simplest version? * What could go wrong? This return to basics is championed by product leaders like Shreyas Doshi, formerly of Stripe, who advocates for a deep understanding of customer problems over the mechanical application of frameworks. His "Customer Problem Stack Rank" framework is designed to help product teams identify and focus on the most valuable and urgent customer issues, avoiding the "Focusing Illusion" where the current topic of discussion is perceived as the most important. This shift emphasizes that while frameworks can be useful tools, they are not a substitute for a product manager's critical thinking and intuition. The trend suggests a move away from seeking a perfect, formulaic approach to product decisions and towards a greater reliance on qualitative understanding and clear articulation of the problem to be solved. The ultimate goal is to foster better judgment and pattern recognition through direct user interaction and rapid experimentation, rather than relying on spreadsheets.