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…
From Planning to Building In our last installment, we discussed project definition and the context and clarity it can provide. In this installment, we’re going to jump into the part that most techies hanker for—the…
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…
Organizations are investing heavily in AI—deploying the latest LLMs, implementing sophisticated RAG systems, building agents with MCP tools. Yet a surprising number of AI projects struggle to reach production or fail outright. The issue is…
Dan Wolfson Context engineering is one of the latest buzzwords across the AI community. The basic idea is to both improve the quality and manage the cost of a conversation with an LLM AI by…
Many hopes and dreams are being fueled by the wonders and hype of AI systems. Yet those of us that have been through these technology-hype cycles before recognize the inevitable. AI technologies will help in…
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…
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…
From the invention of the abacus onwards, there has always been a tension between those that use computing and those that manage it. This has been a vital driving force in the innovation cycle 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…