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Working martech recipes, filtered by readiness, outcome, vertical, time to value, and (behind more filters) KPI, stack archetype, and regulatory context. 78 recipes in the cookbook today.
Let the system act on its own inside clear bounds, escalate the ambiguous cases, and learn from how the human resolved them
Audit the personalization models for systematic bias in who they exclude, accelerate, or under-serve, so the model's behavior is defensible per protected category and per business-sensitive segment
Measure paid channel contribution honestly when tracking is partial, by separating what you observed from what you modeled