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North star metric

As explained in Architecture Modernization: Socio-technical alignment of software, strategy, and structure

A product north star metric is a primary indicator of progress toward the value objective represented by a product or initiative's north star.

A north star metric (NSM) is a primary indicator of the value a product delivers and the progress it makes toward its strategic objective. It aligns teams around a measurable outcome and helps determine which architecture modernization efforts matter most. section 3.0 section 3.3

A useful NSM should:

  • Express customer value while representing product vision and strategy. section 3.3 section 3.3.2
  • Remain quantifiable, actionable, simple enough for everyone to understand, and distinct from a vanity metric. section 3.3.1 section 3.3.2
  • Connect to input metrics that teams can influence through research, design, development, refactoring, prototyping, and testing. section 3.3.2
  • Avoid incentives that improve the number by damaging customer value, such as removing lower-value customers to raise average revenue per customer. section 3.3.1

Danske PSD2 initiative

Teams debated whether the initiative was primarily a transaction game or a productivity game. They chose productivity and defined the NSM as “average number of changes to the budget made by advisors or customers per case after credit model assessment.” Complementary inputs addressed data, breadth, accuracy, and efficiency; their dependencies formed a flywheel rather than a flat list of goals. section 3.3.3

Figure 3.2 Amplitude’s north star framework

Use the framework visualization to relate work-level input metrics to the NSM, customer value, and mid- or long-term business results. section 3.3.2

Choose the metric by studying the value loyal customers receive, quantifying that value, and testing whether the resulting measure encourages the intended behavior. NSMs may differ by industry, product type, evolution stage, and organizational level; product portfolios can contain multiple aligned NSMs. section 3.3.1 section 6.5

How Architecture Modernization: Socio-technical alignment of software, strategy, and structure covers it

How deep it goes
Defines selection criteria, leading input metrics, behavioral caveats, and an industry metric example, but stops short of implementation detail.
Examples
Uses SaaS and e-commerce metric candidates plus a Danske PSD2 productivity metric with interdependent input metrics.
What it assumes
Assumes familiarity with product and business goals while teaching customer-value quantification and metric selection from first principles.
What you can do after
Evaluate/understand candidate metrics, test their incentives, and connect team activities to a shared product outcome.
How it connects
Connects customer value, product strategy, input metrics, leading indicators, architecture modernization, and product taxonomy.

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This explainer was generated by Manning's knowledge graph from the text of Architecture Modernization: Socio-technical alignment of software, strategy, and structure. The section links point to the parts of the book it draws on.