The Instance Journal

Notes for teams reading between the metrics.

Practical perspectives on event design, behavioural sequences, responsible review and the decisions that product analytics should support.

A detailed line chart on paper
Analysis practice6 min read

Why averages hide the app behaviour you need to see

The median journey is useful shorthand, but product decisions often live in the sequences and exceptions it smooths away.

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Planning diagrams and notes on a work table
Measurement7 min read

Designing events that survive sequence analysis

Good event data should retain meaning when read as a timeline, not only when counted in a chart.

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A lock beside a laptop representing data privacy
Responsible analytics5 min read

A practical boundary for ethical session review

Instance-level evidence can be valuable without becoming intrusive. Purpose, minimisation and access controls set the boundary.

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A live product question?

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