Beyond the Feature Factory: Are We Obsessing Over the Wrong Product Management Metrics?


There’s a growing pressure in product management to move beyond being a ‘feature factory’ and focus entirely on delivering measurable outcomes. We’re all being asked to tie every single story and epic back to a core business metric—revenue, retention, or cost savings. On the surface, this makes perfect sense. We should be building things that move the needle.

However, I’m starting to see a potential downside to this hyper-focus on immediate, quantifiable impact. It can create a culture of short-term thinking, where we only pursue features with a clear, predictable ROI. This often leaves little room for foundational tech work, bold experiments, or features that simply reduce user friction and build long-term brand loyalty—things that are notoriously difficult to A/B test for immediate revenue gain.

We risk optimizing for the local maxima while ignoring the bigger picture of innovation and sustainable growth. If every decision must be justified by a hard metric, how do we make space for strategic bets that might take years to pay off, or for the qualitative improvements that truly delight customers? We’re not just accountable for the numbers; we’re accountable for the long-term health and vision of the product.

How do you balance the relentless demand for quantifiable, short-term results with the critical need for long-term strategic investment and user delight in your roadmapping process?