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… Matching the AI Data Lens to the Data Sources
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… Data Preparation in the AI Journey (Part 1) – From Strategy to Operations
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… Context Intelligence – Project Definition – Establishing the Foundation
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,… PDR – 2025 Year in Review
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… Digital Product Lifecycles
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… New Getting Started Recipe Posted
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… Databricks Partnership
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… Trustworthy AI starts with strong Data Governance
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… Insert Metaphor {Here} –