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Data Warehouse

The Center of Gravity Moved. Activation Didn’t.

The center of gravity in the customer data stack has moved to the data cloud, and it makes sense. But storage consolidation was sold to the market as stack consolidation, and marketing teams are being asked to give up something they were never supposed to hand over. Something real happened over the last three years. […]

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Data Governance & Privacy

The Rise of the Private Cloud Option: From Edge Case to Expected Choice

For a while, the industry narrative was simple: shared, multi-tenant SaaS won, and private cloud was a legacy compromise you made only if you had no other option. That story is changing. In conversations with CIOs, CTOs, and Chief Privacy Officers, a version of the same question keeps surfacing: if we need a private or […]

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Artificial Intelligence

The AI Advantage Will Belong to Those Who Can Give It Context

I believe we are entering one of the most important shifts in how businesses create value. AI is no longer a distant possibility or a side experiment. It is already reshaping how organisations think, operate and engage with customers. Boards are investing. Teams are experimenting. Marketers, technologists and data leaders are all asking the same […]

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Customer Data Platform

A Thousand Connectors Won’t Save You

Every vendor in this category claims to be flexible. The claim usually arrives as a number. Hundreds of connectors. Dozens of native integrations. An API for everything. The implied argument is that flexibility is something you accumulate, and that the platform with the longest list wins. I want to argue the opposite, and I want […]

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Customer Data Platform

Composable CDP or Hybrid CDP? Choosing the Right Architecture for Real-Time Personalization

Short on time? Catch the highlights in this 5-minute conversation.  Many teams with a customer 360 in Snowflake, BigQuery, Databricks or another cloud data warehouse face a practical decision: is a warehouse-paced, composable CDP enough, or do they also need a real-time or hybrid CDP? Under the buzzwords, the architectural difference comes down to one […]

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Customer Experience

Precision Signals Matter: How BBVA Technology Masters Modern Data Collection

We’ve all been there: staring at several different recycling bins, clutching a plastic-coated coffee cup, wondering, "Does this go in 'Paper,' 'Plastic,' or 'General Waste'?" If we get it wrong, we contaminate the whole batch. If we get it right, we’re doing something good, or in other words we turn trash into something valuable. Data […]

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