Karl Sorochinski

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Why “Outcomes Over Outputs” Was Harder Than It Sounded

Summary

By November 2016, “Outcomes over outputs” had become a corporate favorite. The phrase was everywhere — but rarely lived. This post explored why the shift was so difficult: output was easy to measure, outcomes weren’t. Teams were shipping features that didn’t solve problems, and metrics often focused on delivery speed rather than impact. A few bold teams began experimenting with user-centric KPIs and hypothesis-driven development, but most organizations struggled to balance impact with legacy fundi...

18-Month Update

Some progress emerged, especially in teams adopting OKRs tied to customer or business signals. But in most enterprises, output remained the default success metric — especially where funding and staffing were project-based.

2025 Insight

Today, outcome-driven product development is better understood, with teams aligning to customer behaviors and long-term goals. The best orgs track fewer metrics, but with more meaning. Still, many lag behind, using “outcomes” as theater while continuing to reward output.

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