Insights

Notes on human-anchored synthetic research.

AI market research is useful only when it is grounded in humans.

Synthetic research has promise, but calibration and validation decide whether it becomes insight or theatre.

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GLP-1, obesity, and the global cost curve.

A human-anchored view of how weight-loss drugs may reshape health systems, employers, insurers, and consumer behaviour.

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The say-do gap is the real enemy.

Research improves when it starts from decisions people actually made, not predictions about what they might do.

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Why stated preference research can misread launch demand.

Concept testing needs realistic alternatives, trade-offs, and behavioural context to avoid false confidence.

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