Scientific data includes context information (metadata) to make its creation reusable in downstream analysis. This metadata comes with a vocabulary that is helpful in understanding how business data – that is data from the systems…
It’s widely recognized that data preparation is critical for AI projects. But where does it actually fit in the development process? In my previous post, AI Application Development – Building with Context Intelligence, we explored…
In our previous blog, we introduced the AI Application Journey—a framework showing how business context flows through five connected phases. Project Definition is the first and perhaps most critical phase, establishing the foundation that guides…
December, 2025 Dear clients, partners, and friends, As we reach the end of 2025, our fourth year of operations, it is once again time to reflect on our achievements and learning over the past year,…
Mandy Chessell Next steps in digital products … PDR’s research in to data products, and the infrastructure needed to support them, continues. Our original white paper , makes two points: Recently we have been focused…
This week I posted Recipe 7: Synchronizing with the World in our series on Getting Started with Egeria. The main theme of the recipe is to demonstrate how Egeria can exchange information with other systems…
It is a great pleasure to announce that PDR UK Ltd is now a Databricks partner. We firmly believe that this partnership brings benefits to both parties. Databricks, with their Lakehouse and analytics offerings, and…
by Peter Coldicott Trustworthy (less-biased) AI starts with strong Data Governance. Artificial Intelligence (AI) systems are in the news a lot right now, and apart from the many articles put forward by the builders of…
dan.wolfson@pdr-associates.com As enterprises evolve, they look to support new ways of doing business and improve existing ones. They are faced with an overwhelming number of decisions on technical strategies, architectures and processes. New approaches vie for…