Architecting a Customer Data Platform
GDPR-compliant CDP architecture established as the strategic backbone for all customer-oriented development across 20+ markets.
Theme Customer Experience & Personalization · Also Risk
In brief
Situation. The company held vast amounts of customer interaction data: CRM, product behaviour, preferences, qualified personal information, all of it sitting in separate systems, none of it speaking to the others.
Complication. Without a unified Customer Data Platform, every personalisation effort started from scratch. Every CRM campaign reinvented its own audience definitions. AI work was bottlenecked on data plumbing. And compliance with GDPR and equivalent frameworks was getting harder, not easier, as data sprawled.
Resolution. I provided strategic direction for a major long-term CDP initiative in collaboration with a London-based digital transformation consultancy. The platform integrated all customer interaction data into a single architecture with built-in EU regulatory compliance. I guided the Head of Big Data Infrastructure on the technical roadmap.
Impact. Significant foundational groundwork laid: data architecture, ingestion processes, data quality standards, governance. Enables future monetisation of data assets, drives customer behaviour insights, supports responsible-gaming practices, and enhances campaign and CRM effectiveness. The CDP is now the strategic backbone of all customer-oriented developments.
The longer story
The trouble with a Customer Data Platform is that it is the IT equivalent of the Sagrada Família. It takes years, costs more than promised, and looks, midway through construction, like an expensive failure. Almost no Customer Data Platform is “finished” the day a CIO leaves.
The job, then, is not to finish it. The job is to lay foundations that the next person, and the person after them, can keep building on without having to dig up what you did.
Architecture, in this sense, is the politest form of legacy planning. Get the foundations right and successors look like geniuses. Get them wrong and successors look like archaeologists.
The platform we set up is now the spine of every customer-facing AI initiative the company runs. I will not be there to see its full bloom, and that is fine. The point of laying a foundation is precisely that you are betting on a future you will not personally inhabit. The discipline is anti-narcissistic, and the world needs more of it.