In my previous post, I outlined five key pillars: Scope, Compliance, Trustworthiness, Understandability, and Cost. While these pillars provide a design framework, moving an AI application from an interesting experiment to a production-grade tool is not a…
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…
Dear clients, partners, and friends, As we reach the end of 2024, it is once again a good opportunity to reflect on our achievements and learning over the past year, and to provide our perspective…
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…
Egeria incorporates a large, sophisticated Open Metadata Type system that continues to grow and evolves with the Egeria Community’s needs. The Egeria web site Egeria Project – Open metadata and governance for enterprises provides the…