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How to Choose Between a Packaged CDP and Warehouse-Native Architecture — Free Evaluation Framework

Before you sign a six-figure contract for a Customer Data Platform, you need to know which architecture actually fits your business. Most companies choose a CDP based on the most compelling sales pitch, but “fit” is rarely found in a slide deck. 

Every vendor has a story: Packaged CDP vendors will tell you their platform is the fastest path to a unified customer view. Warehouse-Native advocates will claim a composable approach is the only way to be flexible and future-proof.

Both are telling the truth for the right buyer, but neither can tell you if you are that buyer. This free guide provides a structured, capability-led framework to help you separate genuine architectural fit from a well-rehearsed pitch.Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.

What this guide contains

This free guide introduces a structured methodology for evaluating Customer Data Platform (CDP) architectures based on your specific business requirements. It moves the conversation away from vendor-driven narratives and focuses on a capability-led assessment that puts you in control of the decision-making process.

Core Components of the Framework

The guide outlines a three-step process to reach a defensible architecture recommendation:

Step 1: Identify Capabilities: Define what your business actually needs across five layers: Data Infrastructure, Unification & Modelling, Activation, Measurement & Optimisation, and Governance.

Step 2: Due Diligence: Evaluate architecture options—Packaged vs. Warehouse-Native—against targeted questions that reflect your current operational reality.

Step 3: Weighted Scoring: Calculate a final score by multiplying capability importance by the architecture’s performance in that area.

Universal Application (D2C, SaaS, B2B)

While the guide uses a Series A D2C skincare brand as a “worked example” to demonstrate the logic, the framework itself is business-model agnostic.

The evaluation criteria are designed to be applied regardless of your industry:

  • D2C/Retail: Focus on journey stitching and real-time behavioral triggers.
  • SaaS/B2B: Apply the logic to account-to-contact rollups and custom propensity scoring.
  • Publishing/Media: Evaluate based on high-volume anonymous event footprints and audience suppression logic.

Download the Free Guide

Access the framework and start evaluating the right CDP architecture for your specific business model.


Download Contents

Single PDF file. 16 pages.

Table Of Contents


DomainCustomer Data Infrastructure
Content TypeFramework