Why it matters

Data flywheel shapes moat. Understanding shapes strategy.

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The architecture

User interactions logged.

Feedback extracted.

Training data derived.

Model retrained.

Deploy.

Data flywheel cycleUser interactionslogged + signalsData extractiontraining-readyRetrain + deploybetter model + more usageCompound advantage over time; user consent + privacy critical
Data flywheel.
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How it works end to end

Explicit + implicit signals.

Consent + opt-out.

Privacy + PII controls.

Quality filter data.