Essays
Arguments and working notes on evidence, experimentation, human-tool interaction, and the systems that shape how organisations learn.
Evidence learning systems
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The claim before the metric
Why better measurement starts by asking what you need to be able to say.
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What experiments are for
How product teams, social organisations, and design leaders can build better learning systems.
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Frameworks are scaffolds, not architecture
Why discovery and delivery need a shared learning system, not competing rituals.
Products systems
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When the product fails to carry the strategy
How strategic choices become visible through use.
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A design system is an organisational system
How shared patterns become infrastructure when the organisation can carry the change.
AI human-tool systems
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The work between AI prototype and organisational trust
What it takes to build AI systems people can actually rely on.
Practice range
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What crossing contexts teaches a design practice
Commercial products, social infrastructure, and experimental spaces sharpen different parts of the same work.