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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.
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
Record why a particular customer saw a particular experience, in a form a regulator, an internal model reviewer, or the customer themselves can reconstruct months later
Keep customers in legal hold, dispute, or vulnerability status out of every marketing channel, with the audit trail a regulator will ask for