The Critical Role of Reference Data Management for CxOs in the AI Era

Have you ever wondered why it takes months to produce a new management report or corporate dashboard? These frustrating delays, endless debates over data definitions, and inconsistent metrics often point to a hidden issue: poorly managed reference data. As a CxO, you’re steering your organisation through a complex, data-driven landscape…

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Vector Databases vs. Knowledge Graphs for RAG

Large Language Models (LLMs) like Chat-GPT have shown impressive capabilities in natural language understanding and generation. However, they come with inherent limitations—most notably, they are closed systems trained on static datasets. This means they lack real-time awareness of new information, often struggle with factual accuracy, and cannot access private or…

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