How do I build a full-stack marketing architecture from CRM to analytics?

Start with use cases and a KPI framework, then define data sources, identity, segmentation, activation, measurement, and governance. Define the Golden Record, integrate consent and preferences, build a data layer and event model, and implement monitoring and quality gates. The result is an architecture that reliably connects campaigns, personalization, and reporting. Strategic Consulting: /mein-shop/p/strategische-beratung

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