Insights that connect the dots.

Your go-to stop for insights on data, AI, and knowledge graphs and how they’re transforming the modern enterprise. Dive into stories, sparks, and strategies shaping a smarter, more connected future.

In this article, you’ll discover why Agentic-AI systems demand more than data; they require explicit structure and meaning. Learn how formal ontologies bring coherence, reasoning and reliability to enterprise AI by turning fragmented data into governed, machine-understandable knowledge.
Julius Hollmann
October 27, 2025
5
min read
In this article you'll explore how Knowledge Graphs bring coherence to complexity, creating a shared semantic layer that enables true data-driven integration and scalable growth.
Julius Hollmann
October 23, 2025
3
min read
If you’re building AI systems, you’ll want to read this before assuming MCP is your integration answer. The article breaks down why the Model Context Protocol is brilliant for quick demos but dangerously fragile for enterprise-scale architectures.
Julius Hollmann
October 21, 2025
4
min read
Despite heavy investments, enterprises remain stuck - learn how Knowledge Graphs and AI-powered ontologies finally unlock fast, trusted and scalable data access.
Julius Hollmann
October 16, 2025
3
min read
Discover how Knowledge Graphs connect scattered data into one smart network - making it easier to use AI, speed up automation, and build a future-ready data strategy.
Julius Hollmann
October 6, 2025
4
min read
GenAI alone isn’t enough. Learn how Knowledge Graphs give AI real meaning, transforming it into a trustworthy, explainable assistant grounded in enterprise reality.
Julius Hollmann
September 30, 2025
3
min read
Ontologies give data meaning and consistency. Without them, integration breaks, analytics misfire and AI delivers unreliable results.
Julius Hollmann
September 22, 2025
3
min read
This article reframes the debate, showing why the true differentiator for enterprise data strategies isn’t eliminating copies, but governing them through semantics and knowledge graphs to make data trustworthy, reusable and AI-ready.
Julius Hollmann
September 16, 2025
5
min read

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